Yaochu Jin

Zhihang Fang

Knowl. Based Syst., November, 2023

Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization.

[BibT_eX]

[DOI]

Inf. Sci., November, 2023

A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutation.

[BibT_eX]

[DOI]

Xi Zhang

Feng Qian

Neurocomputing, November, 2023

Surrogate-Assisted Many-Objective Optimization of Building Energy Management.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., November, 2023

A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization.

[BibT_eX]

[DOI]

Zhenshou Song

IEEE Trans. Syst. Man Cybern. Syst., October, 2023

Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines.

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[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., October, 2023

Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

Zhening Liu

IEEE Trans. Cybern., October, 2023

PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed Labels.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., October, 2023

Guest Editorial: Special Issue on Security and Privacy in Machine Learning.

[BibT_eX]

[DOI]

Wenjian Luo

Catherine Huang

IEEE Trans. Artif. Intell., October, 2023

Optimized compressed sensing for communication efficient federated learning.

[BibT_eX]

[DOI]

Leming Wu

Knowl. Based Syst., October, 2023

An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockage.

[BibT_eX]

[DOI]

Appl. Soft Comput., September, 2023

Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Automated pattern generation for swarm robots using constrained multi-objective genetic programming.

[BibT_eX]

[DOI]

Swarm Evol. Comput., August, 2023

A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem.

[BibT_eX]

[DOI]

Beichen Ding

IEEE Comput. Intell. Mag., August, 2023

Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm.

[BibT_eX]

[DOI]

Ming Cai

IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Multi-robot target entrapment using cooperative hierarchical gene regulatory network.

[BibT_eX]

[DOI]

Swarm Evol. Comput., July, 2023

Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., July, 2023

Spike-driven multi-scale learning with hybrid mechanisms of spiking dendrites.

[BibT_eX]

[DOI]

Neurocomputing, July, 2023

Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial Applications.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, June, 2023

Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimization.

[BibT_eX]

[DOI]

Neurocomputing, June, 2023

Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., May, 2023

Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., April, 2023

A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System.

[BibT_eX]

[DOI]

IEEE Internet Things J., April, 2023

Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification.

[BibT_eX]

[DOI]

Yan Xiao

IEEE Trans. Neural Networks Learn. Syst., March, 2023

Guest editorial: Robust, explainable, and privacy-preserving deep learning.

[BibT_eX]

[DOI]

Nian Zhang

Zhigang Zeng

Knowl. Based Syst., March, 2023

Computational Evolution of Neural and Morphological Development - Towards Evolutionary Developmental Artificial Intelligence

[BibT_eX]

[DOI]

Natural Computing Series, Springer, ISBN: 978-981-99-1853-9, 2023

Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis.

[BibT_eX]

[DOI]

Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

Local Model-Based Pareto Front Estimation for Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2023

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2023

Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2023

A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2023

Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2023

DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2023

FedMed-GAN: Federated domain translation on unsupervised cross-modality brain image synthesis.

[BibT_eX]

[DOI]

Neurocomputing, 2023

A practical tutorial on solving optimization problems via PlatEMO.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures.

[BibT_eX]

[DOI]

Jia Liu

Neurocomputing, 2023

A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.

[BibT_eX]

[DOI]

Evol. Comput., 2023

Recent Advances in Bayesian Optimization.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

HE-DKSAP: Privacy-Preserving Stealth Address Protocol via Additively Homomorphic Encryption.

[BibT_eX]

[DOI]

CoRR, 2023

An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Travelling Salesman Problems.

[BibT_eX]

[DOI]

CoRR, 2023

Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments.

[BibT_eX]

[DOI]

CoRR, 2023

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2023

K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2023

Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions.

[BibT_eX]

[DOI]

CoRR, 2023

Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Evolutionary Reinforcement Learning: A Survey.

[BibT_eX]

[DOI]

Hui Bai

CoRR, 2023

Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition.

[BibT_eX]

[DOI]

Zhihang Fang

CoRR, 2023

EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation.

[BibT_eX]

[DOI]

CoRR, 2023

Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Industrial Image Anomaly Detection: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

A Graph Neural Network with Negative Message Passing for Graph Coloring.

[BibT_eX]

[DOI]

Xiangyu Wang

Odelmo O. Nascimento Junior

CoRR, 2023

Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Towards the Prognosis of Patients in Coma using Echo State Networks for EEG Analysis.

[BibT_eX]

[DOI]

Lucas Z. Bissaro

João-Batista Destro-Filho

Murillo G. Carneiro

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time Windows.

[BibT_eX]

[DOI]

Peng Yue

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving Vehicle Routing Problems.

[BibT_eX]

[DOI]

Xiangyu Wang

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

What Makes a Good Data Augmentation for Few-Shot Unsupervised Image Anomaly Detection?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

EMT-NAS: Transferring architectural knowledge between tasks from different datasets.

[BibT_eX]

[DOI]

Peng Liao

Wenli Du

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Federated Bayesian Optimization for Privacy-Preserving Neural Architecture Search.

[BibT_eX]

[DOI]

Xilu Wang

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms.

[BibT_eX]

[DOI]

Haoran Gu

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

Federated Learning - Fundamentals and Advances

[BibT_eX]

[DOI]

Springer, ISBN: 978-981-19-7082-5, 2023

2022

A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization.

[BibT_eX]

[DOI]

Yuanchao Liu

Jianchang Liu

IEEE Trans. Syst. Man Cybern. Syst., 2022

Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Ternary Compression for Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization.

[BibT_eX]

[DOI]

Foivos Ntelemis

IEEE Trans. Neural Networks Learn. Syst., 2022

A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Real-Time Federated Evolutionary Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing.

[BibT_eX]

[DOI]

Haoyu Zhang

IEEE Trans. Evol. Comput., 2022

A Survey on Knee-Oriented Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

Searching for Robustness Intervals in Evolutionary Robust Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Computational Modeling of Structural Synaptic Plasticity in Echo State Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Action Command Encoding for Surrogate-Assisted Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2022

A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2022

Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning.

[BibT_eX]

[DOI]

Memetic Comput., 2022

Thematic issue on knowledge and data driven evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Memetic Comput., 2022

A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Information maximization clustering via multi-view self-labelling.

[BibT_eX]

[DOI]

Foivos Ntelemis

Knowl. Based Syst., 2022

Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A benchmark generator for online dynamic single-objective and multi-objective optimization problems.

[BibT_eX]

[DOI]

Inf. Sci., 2022

A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2022

A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2022

A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Hybrid attention-based transformer block model for distant supervision relation extraction.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Sparse-attentive meta temporal point process for clinical decision support.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Distributed machine learning, optimization and applications.

[BibT_eX]

[DOI]

Qingshan Liu

Zhigang Zeng

Neurocomputing, 2022

Fault-tolerant adaptive tracking control of Euler-Lagrange systems - An echo state network approach driven by reinforcement learning.

[BibT_eX]

[DOI]

Qing Chen

Yongduan Song

Neurocomputing, 2022

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2022

Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times.

[BibT_eX]

[DOI]

Evol. Comput., 2022

Evolutionary Large-Scale Multi-Objective Optimization: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

Intelligent Computing: The Latest Advances, Challenges and Future.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Fairness-Aware Multi-Objective Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey on Surrogate-assisted Efficient Neural Architecture Search.

[BibT_eX]

[DOI]

Haoyu Zhang

CoRR, 2022

A Survey of Visual Sensory Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Cross-Modality Brain Image Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss.

[BibT_eX]

[DOI]

CoRR, 2022

FedMed-GAN: Federated Multi-Modal Unsupervised Brain Image Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Yitian Hong

Yang Tang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform Loss.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Toward Real-Time Federated Evolutionary Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021

Solving Many-Objective Optimization Problems via Multistage Evolutionary Search.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

A Survey of Deep Learning Applications to Autonomous Vehicle Control.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Coevolutionary Framework for Constrained Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling.

[BibT_eX]

[DOI]

Jonathan E. Fieldsend

IEEE Trans. Evol. Comput., 2021

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Finding Influential Nodes in Multiplex Networks Using a Memetic Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs).

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2021

Offline data-driven evolutionary optimization based on tri-training.

[BibT_eX]

[DOI]

Pengfei Huang

Swarm Evol. Comput., 2021

A federated data-driven evolutionary algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Non-dominated sorting on performance indicators for evolutionary many-objective optimization.

[BibT_eX]

[DOI]

Hao Wang

Guochen Zhang

Jonathan E. Fieldsend

Inf. Sci., 2021

Federated learning on non-IID data: A survey.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Distributed additive encryption and quantization for privacy preserving federated deep learning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A fast constrained state transition algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Synergies between synaptic and intrinsic plasticity in echo state networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Multi-objective search of robust neural architectures against multiple types of adversarial attacks.

[BibT_eX]

[DOI]

Jia Liu

Neurocomputing, 2021

A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2021

A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition.

[BibT_eX]

[DOI]

Evol. Comput., 2021

A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization.

[BibT_eX]

[DOI]

Jinjin Xu

Wenli Du

CoRR, 2021

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.

[BibT_eX]

[DOI]

CoRR, 2021

Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2021

CIS Publication Spotlight [Publication Spotlight].

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[DOI]

Haibo He

Jon Garibaldi

Carlos A. Coello Coello

IEEE Comput. Intell. Mag., 2021

CIS Publication Spotlight [Publication Spotlight].

[BibT_eX]

[DOI]

Haibo He

Carlos A. Coello Coello

IEEE Comput. Intell. Mag., 2021

[Guest Editorial].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2021

Systematic evaluation of machine learning methods for identifying human-pathogen protein-protein interactions.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Regular echo state networks: simple and accurate reservoir models to real-world applications.

[BibT_eX]

[DOI]

Lucas Z. Bissaro

Murillo G. Carneiro

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Multi-objective Evolutionary Federated Learning.

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Proceedings of the 6th International Conference on Internet of Things, 2021

Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression.

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[DOI]

Proceedings of the 31st Data Compression Conference, 2021

2020

Surrogate-Assisted Evolutionary Optimization of Large Problems.

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[DOI]

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Multiple-Solution Optimization Strategy for Multirobot Task Allocation.

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[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Multi-Objective Evolutionary Federated Learning.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation.

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[DOI]

Yang Chen

Xiaoyan Sun

IEEE Trans. Neural Networks Learn. Syst., 2020

Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems.

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[DOI]

Adam Slowik

Krzysztof Cpalka

IEEE Trans. Fuzzy Syst., 2020

Guest Editorial Special Issue on Big Data and Computational Intelligence for Agile Wireless IoT.

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[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2020

Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.

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[DOI]

IEEE Trans. Evol. Comput., 2020

Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2020

An affinity propagation clustering based particle swarm optimizer for dynamic optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Multi-surrogate multi-tasking optimization of expensive problems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Decision-making and multi-objectivization for cost sensitive robust optimization over time.

[BibT_eX]

[DOI]

Yuanjun Huang

Knowl. Based Syst., 2020

Language model based interactive estimation of distribution algorithm.

[BibT_eX]

[DOI]

Yang Chen

Xiaoyan Sun

Knowl. Based Syst., 2020

An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines.

[BibT_eX]

[DOI]

Yan Zhou

Neurocomputing, 2020

From Federated Learning to Federated Neural Architecture Search: A Survey.

[BibT_eX]

[DOI]

Haoyu Zhang

CoRR, 2020

Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2020

An improved random forest-based rule extraction method for breast cancer diagnosis.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020

A Gated Recurrent Unit based Echo State Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

EEG feature learning with Intrinsic Plasticity based Deep Echo State Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Thiago Zafalon Miranda

Diorge Brognara Sardinha

Márcio Porto Basgalupp

Ricardo Cerri

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services.

[BibT_eX]

[DOI]

Zhen Yang

IEEE Trans. Evol. Comput., 2019

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Data-Driven Evolutionary Optimization: An Overview and Case Studies.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Generalized Multitasking for Evolutionary Optimization of Expensive Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization.

[BibT_eX]

[DOI]

Xingguang Peng

IEEE Trans. Cybern., 2019

A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts.

[BibT_eX]

[DOI]

Yicun Hua

IEEE Trans. Cybern., 2019

Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2019

A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Particle swarm optimization for network-based data classification.

[BibT_eX]

[DOI]

Neural Networks, 2019

A hybrid instance-intensive workflow scheduling method in private cloud environment.

[BibT_eX]

[DOI]

Nat. Comput., 2019

A proactive scheduling approach to steel rolling process with stochastic machine breakdown.

[BibT_eX]

[DOI]

Dujuan Wang

Feng Liu

Nat. Comput., 2019

A dynamic SVR-ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process.

[BibT_eX]

[DOI]

Nat. Comput., 2019

To the special Issue on "Metaheuristics for optimization of complex process engineering".

[BibT_eX]

[DOI]

Nat. Comput., 2019

A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction.

[BibT_eX]

[DOI]

Inf. Sci., 2019

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

An adaptive decomposition-based evolutionary algorithm for many-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Echo state networks regulated by local intrinsic plasticity rules for regression.

[BibT_eX]

[DOI]

Neurocomputing, 2019

CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method.

[BibT_eX]

[DOI]

CoRR, 2019

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs).

[BibT_eX]

[DOI]

CoRR, 2019

Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation.

[BibT_eX]

[DOI]

Yang Chen

Xiaoyan Sun

CoRR, 2019

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2019

CIS Publication Spotlight [Publication Spotlight].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2019

Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

Automated Selection of Evolutionary Multi-objective Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Bayesian Approaches to Surrogate-Assisted Evolutionary Multi-objective Optimization: A Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Evolving Hyperparameters for Training Deep Neural Networks against Adversarial Attacks.

[BibT_eX]

[DOI]

Jia Liu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Evolutionary Optimization of Liquid State Machines for Robust Learning.

[BibT_eX]

[DOI]

Yan Zhou

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

An a priori knee identification multi-objective evolutionary algorithm based on α-dominance.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

References or Preferences - Rethinking Many-objective Evolutionary Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

A Generic Test Suite for Evolutionary Multifidelity Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

Guest Editorial Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

Kaisa Miettinen

Hisao Ishibuchi

IEEE Trans. Evol. Comput., 2018

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation.

[BibT_eX]

[DOI]

Zhenping Xie

IEEE Trans. Cogn. Dev. Syst., 2018

Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots.

[BibT_eX]

[DOI]

Soft Comput., 2018

Feature selection for high-dimensional classification using a competitive swarm optimizer.

[BibT_eX]

[DOI]

Soft Comput., 2018

A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems.

[BibT_eX]

[DOI]

Memetic Comput., 2018

A competitive mechanism based multi-objective particle swarm optimizer with fast convergence.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Surrogate-assisted hierarchical particle swarm optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

[BibT_eX]

[DOI]

Evol. Comput., 2018

A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS.

[BibT_eX]

[DOI]

Bin Liu

CoRR, 2018

An improved support vector machine-based diabetic readmission prediction.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2018

CIS Publication Spotlight [Publication Spotlight].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2018

Incremental data-driven optimization of complex systems in nonstationary environments.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2018

A two-stage R2 indicator based evolutionary algorithm for many-objective optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Semi-supervised learning assisted particle swarm optimization of computationally expensive problems.

[BibT_eX]

[DOI]

Ying Tan

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A Method for a Posteriori Identification of Knee Points Based on Solution Density.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2017

Diversity Assessment in Many-Objective Optimization.

[BibT_eX]

[DOI]

Xin Yao

IEEE Trans. Cybern., 2017

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system.

[BibT_eX]

[DOI]

Soft Comput., 2017

Special issue on "Data-driven evolutionary optimization".

[BibT_eX]

[DOI]

Soft Comput., 2017

Bio-inspired self-organising multi-robot pattern formation: A review.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2017

Thematic issue on "bio-inspired learning for data analysis".

[BibT_eX]

[DOI]

Yongsheng Ding

Memetic Comput., 2017

User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

A multi-objective approach to robust optimization over time considering switching cost.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Multi-train: A semi-supervised heterogeneous ensemble classifier.

[BibT_eX]

[DOI]

Neurocomputing, 2017

An efficient method for online detection of polychronous patterns in spiking neural networks.

[BibT_eX]

[DOI]

André Grüning

Neurocomputing, 2017

Classifier ensembles for image identification using multi-objective Pareto features.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.

[BibT_eX]

[DOI]

CoRR, 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization.

[BibT_eX]

[DOI]

CoRR, 2017

An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network.

[BibT_eX]

[DOI]

André Grüning

CoRR, 2017

A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling.

[BibT_eX]

[DOI]

Dujuan Wang

Feng Liu

Comput. Oper. Res., 2017

Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2017

Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports].

[BibT_eX]

[DOI]

Thiago Henrique Cupertino

Stefanos D. Kollias

IEEE Comput. Intell. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2017

A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

A radial space division based evolutionary algorithm for many-objective optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhancing classification of mass spectrometry imaging data with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Nature-Inspired Graph Optimization for Dimensionality Reduction.

[BibT_eX]

[DOI]

Murillo G. Carneiro

Liang Zhao

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Augmented windows fuzzy firewall for preventing denial of service attack.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System.

[BibT_eX]

[DOI]

Jan O. Jansen

IEEE Trans. Evol. Comput., 2016

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Editorial IEEE Transactions on Cognitive and Developmental Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2016

μ JADE: adaptive differential evolution with a small population.

[BibT_eX]

[DOI]

Soft Comput., 2016

A dynamic optimization approach to the design of cooperative co-evolutionary algorithms.

[BibT_eX]

[DOI]

Xingguang Peng

Kun Liu

Knowl. Based Syst., 2016

Approximate non-dominated sorting for evolutionary many-objective optimization.

[BibT_eX]

[DOI]

Xingyi Zhang

Ye Tian

Inf. Sci., 2016

Modeling neural plasticity in echo state networks for classification and regression.

[BibT_eX]

[DOI]

Mohd-Hanif Yusoff

André C. P. L. F. de Carvalho

Inf. Sci., 2016

Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes.

[BibT_eX]

[DOI]

Inf. Sci., 2016

CIS Publication Spotlight Publication Spotlight.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2016

Reduction strategies for hierarchical multi-label classification in protein function prediction.

[BibT_eX]

[DOI]

Ricardo Cerri

Rodrigo C. Barros

BMC Bioinform., 2016

Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An adaptive model selection strategy for surrogate-assisted particle swarm optimization algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An ensemble of single multiplicative neuron models for probabilistic prediction.

[BibT_eX]

[DOI]

Ufuk Yolcu

Erol Egrioglu

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A self-adaptive similarity-based fitness approximation for evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Preface from IEEE SSCI 2016 general chairs.

[BibT_eX]

[DOI]

Stefanos D. Kollias

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Small data driven evolutionary multi-objective optimization of fused magnesium furnaces.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An improved mini-batching technique: Sample-and-Learn.

[BibT_eX]

[DOI]

Andreas Antoniades

Clive Cheong Took

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Network structural optimization based on swarm intelligence for highlevel classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.

[BibT_eX]

[DOI]

Alma As-Aad Rahat

Richard M. Everson

Jonathan E. Fieldsend

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evolutionary Computation and Big Data: Key Challenges and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Big Data, First International Conference, 2016

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Reference point based prediction for evolutionary dynamic multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Multi-objective ensemble generation.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2015

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization.

[BibT_eX]

[DOI]

Xingyi Zhang

Ye Tian

IEEE Trans. Evol. Comput., 2015

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

A Competitive Swarm Optimizer for Large Scale Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production.

[BibT_eX]

[DOI]

Soft Comput., 2015

A directed search strategy for evolutionary dynamic multiobjective optimization.

[BibT_eX]

[DOI]

Yan Wu

Xiaoxiong Liu

Soft Comput., 2015

A two-layer surrogate-assisted particle swarm optimization algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2015

An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks.

[BibT_eX]

[DOI]

Soft Comput., 2015

Special issue on UKCI 2013.

[BibT_eX]

[DOI]

Soft Comput., 2015

Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2015

A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

A social learning particle swarm optimization algorithm for scalable optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Learning structure of sensory inputs with synaptic plasticity leads to interference.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2015

Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses.

[BibT_eX]

[DOI]

Bioinform., 2015

Ensemble Learning Optimization for Diabetic Retinopathy Image Analysis.

[BibT_eX]

[DOI]

Hanan S. Alghamdi

Lilian Tang

Proceedings of the VISAPP 2015, 2015

General chairs and program chairs message.

[BibT_eX]

[DOI]

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Scalable Model based Evolutionary Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Evolutionary Optimization of complex Systems in Uncertain Environments.

[BibT_eX]

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts.

[BibT_eX]

[DOI]

Kaname Narukawa

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

New performance indicators for robust optimization over time.

[BibT_eX]

[DOI]

Yuanjun Huang

Yongsheng Ding

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Trade-off between computational complexity and accuracy in evolutionary image feature extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction.

[BibT_eX]

[DOI]

Christopher Smith

Neurocomputing, 2014

Reconstructing biological gene regulatory networks: where optimization meets big data.

[BibT_eX]

[DOI]

Evol. Intell., 2014

Computational Intelligence in Big Data [Guest Editorial].

[BibT_eX]

[DOI]

Barbara Hammer

IEEE Comput. Intell. Mag., 2014

IEEE CIS VP-Technical Activities Vision Statement [Society Briefs].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2014

Computational modeling of neural plasticity for self-organization of neural networks.

[BibT_eX]

[DOI]

Biosyst., 2014

Modeling neural plasticity in echo state networks for time series prediction.

[BibT_eX]

[DOI]

Mohd-Hanif Yusoff

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Morphogenetic Self-Organization of Collective Movement without Directional Sensing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014

Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Generating diverse and accurate classifier ensembles using multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations.

[BibT_eX]

[DOI]

Christopher Smith

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Demonstrator selection in a social learning particle swarm optimizer.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Neural network ensembles for image identification using Pareto-optimal features.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

An examination of different fitness and novelty based selection methods for the evolution of neural networks.

[BibT_eX]

[DOI]

Soft Comput., 2013

A morphogenetic approach to flexible and robust shape formation for swarm robotic systems.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2013

A framework for finding robust optimal solutions over time.

[BibT_eX]

[DOI]

Memetic Comput., 2013

Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2013

A new fitness estimation strategy for particle swarm optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2013

An improved (μ + λ)-constrained differential evolution for constrained optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Evolution by Adapting Surrogates.

[BibT_eX]

[DOI]

Evol. Comput., 2013

Reconstructing regulatory networks in Streptomyces using evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Simulating swarm behaviuors for optimisation by learning from neighbours.

[BibT_eX]

[DOI]

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient.

[BibT_eX]

[DOI]

Lili Zhuang

Ke Tang

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Morphogenetic self-organisation of swarm robots for adaptive pattern formation.

[BibT_eX]

[DOI]

Proceedings of the 2013 19th International Conference on Automation and Computing, 2013

An evolution strategy assisted by an ensemble of local Gaussian process models.

[BibT_eX]

[DOI]

Jianfeng Lu

Bin Li

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction.

[BibT_eX]

[DOI]

Godfried Williams

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Similarity-based evolution control for fitness estimation in particle swarm optimization.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization.

[BibT_eX]

[DOI]

Colin P. Smith

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Evolutionary truss layout optimization using the vectorized structure approach.

[BibT_eX]

[DOI]

Ayang Xiao

Benli Wang

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A multi-swarm evolutionary framework based on a feedback mechanism.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A Hierarchical Gene Regulatory Network for Adaptive Multirobot Pattern Formation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

A Developmental Approach to Structural Self-Organization in Reservoir Computing.

[BibT_eX]

[DOI]

Jun Yin

IEEE Trans. Auton. Ment. Dev., 2012

A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage.

[BibT_eX]

[DOI]

ACM Trans. Auton. Adapt. Syst., 2012

Evolving neural fields for problems with large input and output spaces.

[BibT_eX]

[DOI]

Neural Networks, 2012

Calcium control of triphasic hippocampal STDP.

[BibT_eX]

[DOI]

Daniel Bush

J. Comput. Neurosci., 2012

A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2012

¿¿2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2012

Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration.

[BibT_eX]

[DOI]

Artif. Life, 2012

Heterogeneous classifier ensembles for EEG-based motor imaginary detection.

[BibT_eX]

[DOI]

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities.

[BibT_eX]

[DOI]

André Grüning

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Evo-devo-robo workshop program.

[BibT_eX]

[DOI]

Stéphane Doncieux

Jean-Baptiste Mouret

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Combining genetic oscillators and switches using evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

Quantitative analysis of redundancy in evolution of developmental systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

Evolutionary multi-objective optimization of trace transform for invariant feature extraction.

[BibT_eX]

[DOI]

Godfried Williams

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Morphogenetic Robotics: A New Paradigm for Designing Self-Organizing, Self-Reconfigurable and Self-Adaptive Robots.

[BibT_eX]

[DOI]

Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012

2011

Morphogenetic Self-Reconfiguration of Modular Robots.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011

Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011

Morphogenetic Robotics: An Emerging New Field in Developmental Robotics.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2011

Modeling Activity-Dependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition.

[BibT_eX]

[DOI]

Jun Yin

IEEE Trans. Neural Networks, 2011

Guest Editorial: Special Issue on Evolving Developmental Systems.

[BibT_eX]

[DOI]

Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2011

Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development.

[BibT_eX]

[DOI]

IEEE Trans. Auton. Ment. Dev., 2011

Surrogate-assisted evolutionary computation: Recent advances and future challenges.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2011

Multi-sensor optimal H∞ fusion filters for delayed nonlinear intelligent systems based on a unified model.

[BibT_eX]

[DOI]

Meiqin Liu

Senlin Zhang

Neural Networks, 2011

Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways.

[BibT_eX]

[DOI]

Yuhua Zheng

Neurocomputing, 2011

Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model.

[BibT_eX]

[DOI]

Yuyang Zhang

IEEE Comput. Intell. Mag., 2011

Emergence of robust regulatory motifs from in silico evolution of sustained oscillation.

[BibT_eX]

[DOI]

Biosyst., 2011

Exploiting inherent regularity in control of multilegged robot locomotion by evolving neural fields.

[BibT_eX]

[DOI]

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Redundancy creates opportunity in developmental representations.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011

Cross-Ball: A new morphogenetic self-reconfigurable modular robot.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Morphogenetic self-organization of collective systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 workshop on Organic computing, 2011

Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual Analysis of Medical Images.

[BibT_eX]

Proceedings of the HEALTHINF 2011, 2011

Evolution of Multisensory Integration in Large Neural Fields.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2011

2010

Generalizing Surrogate-Assisted Evolutionary Computation.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2010

Distributed Multi-Agent Systems for a Collective Construction Task based on Virtual Swarm Intelligence.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2010

Special Issue on Evolutionary and Developmental Robotics [Guest Editorial].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2010

Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.

[BibT_eX]

[DOI]

Proceedings of the From Animals to Animats 11, 2010

Fusing bottom-up and top-down pathways in neural networks for visual object recognition.

[BibT_eX]

[DOI]

Yuhua Zheng

Proceedings of the International Joint Conference on Neural Networks, 2010

Human activity detection using spiking neural networks regulated by a gene regulatory network.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Evolving heterochrony for cellular differentiation using vector field embryogeny.

[BibT_eX]

[DOI]

Till Steiner

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

NEATfields: evolution of neural fields.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A fitness-independent evolvability measure for evolutionary developmental systems.

[BibT_eX]

[DOI]

Jens Trommler

Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010

Robust optimization over time - A new perspective on dynamic optimization problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization.

[BibT_eX]

[DOI]

Sanghoun Oh

Moongu Jeon

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Analysis of Gene Regulatory Network Motifs in Evolutionary Development of Multicellular Organisms.

[BibT_eX]

[DOI]

Vander Valente Martins

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

A Morphogenetic Approach to Self-Reconfigurable Modular Robots using a Hybrid Hierarchical Gene Regulatory Network.

[BibT_eX]

[DOI]

Yuyang Zhang

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009

Fuzzy Logic in Evolving in silicoOscillatory Dynamics for Gene Regulatory Networks.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009

Corrections to "Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies" [May 08 397-415].

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2009

Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Lamarckian memetic algorithms: local optimum and connectivity structure analysis.

[BibT_eX]

[DOI]

Memetic Comput., 2009

Pareto analysis of evolutionary and learning systems.

[BibT_eX]

[DOI]

Robin Gruna

Frontiers Comput. Sci. China, 2009

A systems approach to evolutionary multiobjective structural optimization and beyond.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2009

Evolving gene regulatory networks.

[BibT_eX]

[DOI]

Jennifer Hallinan

Biosyst., 2009

A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network.

[BibT_eX]

[DOI]

Biosyst., 2009

Balancing Population- and Individual-Level Adaptation in Changing Environments.

[BibT_eX]

[DOI]

Ingo Paenke

Adapt. Behav., 2009

Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2009

Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

Self-adaptive multi-robot construction using gene regulatory networks.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Global shape with morphogen gradients and motile polarized cells.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Rule Extraction from Compact Pareto-optimal Neural Networks.

[BibT_eX]

[DOI]

Edgar Körner

Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2008

Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63].

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2008

RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2008

Prediction of convergence dynamics of design performance using differential recurrent neural networks.

[BibT_eX]

[DOI]

Yi Cao

Michal Kowalczykiewicz

Proceedings of the International Joint Conference on Neural Networks, 2008

Evolution of Neural Organization in a Hydra-Like Animat.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Gene Regulatory Model for the Development of Primitive Nervous Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Evolutionary Optimization with Dynamic Fidelity Computational Models.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Pareto-optimality is everywhere: From engineering design, machine learning, to biological systems.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

A cellular model for the evolutionary development of lightweight material with an inner structure.

[BibT_eX]

[DOI]

Till Steiner

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Real-World Applications of Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Optimization, 2008

Combination of EDA and DE for continuous biobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Toward a gene regulatory network model for evolving chemotaxis behavior.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving in silico bistable and oscillatory dynamics for gene regulatory network motifs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization.

[BibT_eX]

[DOI]

Lars Gräning

Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

Efficient Hierarchical Parallel Genetic Algorithms using Grid computing.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2007

Evolutionary Multi-objective Optimization of Spiking Neural Networks.

[BibT_eX]

[DOI]

Ruojing Wen

Proceedings of the Artificial Neural Networks, 2007

Pareto-based Multi-Objective Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

On the Influence of Phenotype Plasticity on Genotype Diversity.

[BibT_eX]

[DOI]

Ingo Paenke

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

Adaptivemodelling strategy for continuous multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Emergence of feedback in artificial gene regulatory networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems.

[BibT_eX]

[DOI]

Proceedings of the Multi-Objective Machine Learning, 2006

Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.

[BibT_eX]

[DOI]

Edgar Körner

Proceedings of the Multi-Objective Machine Learning, 2006

Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.

[BibT_eX]

[DOI]

Ingo Paenke

IEEE Trans. Evol. Comput., 2006

Editorial to special issue on evolutionary computation in dynamic and uncertain environments.

[BibT_eX]

[DOI]

Shengxiang Yang

Yew-Soon Ong

Genet. Program. Evolvable Mach., 2006

Inverse multi-objective robust evolutionary design.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2006

Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Alleviating Catastrophic Forgetting via Multi-Objective Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Generalization Improvement in Multi-Objective Learning.

[BibT_eX]

[DOI]

Lars Gräning

Proceedings of the International Joint Conference on Neural Networks, 2006

Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Trusted Evolutionary Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Agent-based evolutionary approach for interpretable rule-based knowledge extraction.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2005

Evolutionary optimization in uncertain environments-a survey.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

Guest Editorial.

[BibT_eX]

[DOI]

Sushil J. Louis

Khaled Rasheed

Soft Comput., 2005

A comprehensive survey of fitness approximation in evolutionary computation.

[BibT_eX]

[DOI]

Soft Comput., 2005

Structure optimization of neural networks for evolutionary design optimization.

[BibT_eX]

[DOI]

Michael Hüsken

Soft Comput., 2005

Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2005

On Evolutionary Optimization of Large Problems Using Small Populations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study.

[BibT_eX]

[DOI]

Lars Gräning

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations.

[BibT_eX]

[DOI]

Edgar Körner

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

A model-based evolutionary algorithm for bi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

A new approach to dynamics analysis of genetic algorithms without selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Co-evolutionary modular neural networks for automatic problem decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

On Test Functions for Evolutionary Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles.

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Proceedings of the Genetic and Evolutionary Computation, 2004

Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept.

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Proceedings of the Applications of Evolutionary Computing, 2004

Voronoi-based estimation of distribution algorithm for multi-objective optimization.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Neural network regularization and ensembling using multi-objective evolutionary algorithms.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Extracting Interpretable Fuzzy Rules from RBF Networks.

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Neural Process. Lett., 2003

Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis.

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Proceedings of the Genetic and Evolutionary Computation, 2003

Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach.

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Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Comparing neural networks and Kriging for fitness approximation in evolutionary optimization.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Evolutionary multi-objective optimisation with a hybrid representation.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2003

A critical survey of performance indices for multi-objective optimisation.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Comparative studies on micro heat exchanger optimisation.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Connectedness, regularity and the success of local search in evolutionary multi-objective optimization.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Advanced fuzzy systems design and applications.

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Studies in Fuzziness and Soft Computing 112, Physica-Verlag, ISBN: 3-7908-1537-3, 2003

2002

Knowledge in evolutionary and learning systems.

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PhD thesis, 2002

A framework for evolutionary optimization with approximate fitness functions.

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IEEE Trans. Evol. Comput., 2002

On The Dynamics Of Evolutionary Multi-objective Optimization.

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Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Fitness Approximation In Evolutionary Computation - a Survey.

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Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization.

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Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001

Adapting Weighted Aggregation for Multiobjective Evolution Strategies.

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Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

Adaptive encoding for aerodynamic shape optimization using evolution strategies.

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[DOI]

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Managing approximate models in evolutionary aerodynamic design optimization.

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Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement.

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IEEE Trans. Fuzzy Syst., 2000

On Evolutionary Optimization with Approximate Fitness Functions.

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Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

On generating FC3 fuzzy rule systems from data using evolution strategies.

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Werner von Seelen

IEEE Trans. Syst. Man Cybern. Part B, 1999

Knowledge Incorporation into Neural Networks From Fuzzy Rules.

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Neural Process. Lett., 1999

Evaluating flexible fuzzy controllers via evolution strategies.

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Werner von Seelen

Fuzzy Sets Syst., 1999

1998

Decentralized adaptive fuzzy control of robot manipulators.

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IEEE Trans. Syst. Man Cybern. Part B, 1998

1995

Neural network based fuzzy identification and its application to modeling and control of complex systems.

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