Qingfu Zhang

Hai-Lin Liu

Evol. Comput., 2021

Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images.

[BibT_eX]

[DOI]

CoRR, 2021

Multiobjective Multitasking Optimization Based on Decomposition with Dual Neighborhoods.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

Discounted Sampling Policy Gradient for Robot Multi-objective Visual Control.

[BibT_eX]

[DOI]

Meng Xu

Jianping Wang

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

On the Parameter Setting of the Penalty-Based Boundary Intersection Method in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Multitask Feature Selection for Objective Reduction.

[BibT_eX]

[DOI]

Genghui Li

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

MOEA/D for Multiple Multi-objective Optimization.

[BibT_eX]

[DOI]

Jingjing Chen

Genghui Li

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Clustering Ensemble Meets Low-rank Tensor Approximation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy.

[BibT_eX]

[DOI]

Qingling Zhu

Qiuzhen Lin

IEEE Trans. Evol. Comput., 2020

Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

Evolutionary Many-Objective Optimization Based on Adversarial Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

PPLS/D: Parallel Pareto Local Search Based on Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Fast Covariance Matrix Adaptation for Large-Scale Black-Box Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Evolution strategies for continuous optimization: A survey of the state-of-the-art.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2020

Variable metric evolution strategies by mutation matrix adaptation.

[BibT_eX]

[DOI]

Inf. Sci., 2020

A new replica placement strategy based on multi-objective optimisation for HDFS.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2020

Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit.

[BibT_eX]

[DOI]

Evol. Comput., 2020

Controllable Pareto Multi-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis.

[BibT_eX]

[DOI]

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

Decomposition multi-objective optimisation: current developments and future opportunities.

[BibT_eX]

[DOI]

Ke Li

Saúl Zapotecas Martínez

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

Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition.

[BibT_eX]

[DOI]

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

On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

A Novel Hybrid Tabu Search Algorithm With Binary Differential Operator for Knapsack Problems.

[BibT_eX]

[DOI]

Jun Hu

Yong-Chang Jiao

Proceedings of the 16th International Conference on Computational Intelligence and Security, 2020

Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications.

[BibT_eX]

[DOI]

Mobayode O. Akinsolu

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

An Effective Ensemble Framework for Multiobjective Optimization.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

Jianyong Chen

IEEE Trans. Evol. Comput., 2019

A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

A Survey on Cooperative Co-Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Evolutionary Many-Objective Optimization Based on Dynamical Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Approximating Hypervolume and Hypervolume Contributions Using Polar Coordinate.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

A Two-Stage Multiobjective Evolutionary Algorithm for Multiobjective Multidepot Vehicle Routing Problem With Time Windows.

[BibT_eX]

[DOI]

Jiahai Wang

Taiyao Weng

IEEE Trans. Cybern., 2019

A Grid Weighted Sum Pareto Local Search for Combinatorial Multi and Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

A new learning-based adaptive multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties.

[BibT_eX]

[DOI]

Ponnuthurai N. Suganthan

Lei Chen

Swarm Evol. Comput., 2019

Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Push and pull search for solving constrained multi-objective optimization problems.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Balancing exploration and exploitation in multiobjective evolutionary optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Multi-Objectivizing Sum-of-the-Parts Combinatorial Optimization Problems by Random Objective Decomposition.

[BibT_eX]

[DOI]

CoRR, 2019

Homotopic Convex Transformation: A New Method to Smooth the Landscape of the Traveling Salesman Problem.

[BibT_eX]

[DOI]

CoRR, 2019

Pareto Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Imbalance-aware Pairwise Constraint Propagation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

MOEA/D with Two Types of Weight Vectors for Handling Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Efficient Multi-Objective Evolutionary Algorithm for Constrained Global Optimization of Expensive Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

A Simple Yet Efficient Evolution Strategy for Large-Scale Black-Box Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

A Constrained Decomposition Approach With Grids for Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

Special issue on The 17th Annual UK Workshop on Computational Intelligence.

[BibT_eX]

[DOI]

Fei Chao

Soft Comput., 2018

MOEA/D with chain-based random local search for sparse optimization.

[BibT_eX]

[DOI]

Soft Comput., 2018

EB-GLS: an improved guided local search based on the big valley structure.

[BibT_eX]

[DOI]

Memetic Comput., 2018

Optimizing online recurring promotions for dual-channel retailers: Segmented markets with multiple objectives.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2018

A Batched Scalable Multi-Objective Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

CoRR, 2018

Nonlinear Collaborative Scheme for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search.

[BibT_eX]

[DOI]

CoRR, 2018

Corrigendum to "A new cooperative framework for parallel trajectory-based metaheuristics" [Applied Soft Computing 65 (2018) 374-386].

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

A new cooperative framework for parallel trajectory-based metaheuristics.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Balancing exploration and exploitation in multiobjective evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Parallel pareto local search revisited: first experimental results on bi-objective UBQP.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Multipopulation evolution framework for multifactorial optimization.

[BibT_eX]

[DOI]

Genghui Li

Weifeng Gao

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A set-oriented MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Decomposition multi-objective optimisation: current developments and future opportunities.

[BibT_eX]

[DOI]

Ke Li

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2017

A Two-Phase Evolutionary Approach for Compressive Sensing Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Problem Specific MOEA/D for Barrier Coverage with Wireless Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Biased Multiobjective Optimization and Decomposition Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Decomposition-Based-Sorting and Angle-Based-Selection for Evolutionary Multiobjective and Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

On the use of two reference points in decomposition based multiobjective evolutionary algorithms.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2017

Performance Analysis of Evolutionary Algorithms for Steiner Tree Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2017

A Simple Yet Efficient Rank One Update for Covariance Matrix Adaptation.

[BibT_eX]

[DOI]

CoRR, 2017

PPLS/D: Parallel Pareto Local Search based on Decomposition.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

A New Steady-State MOEA/D for Sparse Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence Systems, 2017

A Reference-Inspired Evolutionary Algorithm with Subregion Decomposition for Many-Objective Optimization.

[BibT_eX]

[DOI]

Xiaogang Fu

Proceedings of the Advances in Computational Intelligence Systems, 2017

Using Parallel Strategies to Speed up Pareto Local Search.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

On the Use of Dynamic Reference Points in HypE.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

An efficient batch expensive multi-objective evolutionary algorithm based on Decomposition.

[BibT_eX]

[DOI]

Xi Lin

Sam Kwong

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

An efficient rank-1 update for Cholesky CMA-ES using auxiliary evolution path.

[BibT_eX]

[DOI]

Kalyan Shankar Bhattacharjee

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectors.

[BibT_eX]

[DOI]

Hemant Kumar Singh

Tapabrata Ray

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

A Self-Organizing Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods.

[BibT_eX]

[DOI]

Rui Wang

Tao Zhang

IEEE Trans. Evol. Comput., 2016

Entropy-Based Termination Criterion for Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Adaptive Replacement Strategies for MOEA/D.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Regularity Model for Noisy Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Multiobjective differential evolution algorithm based on decomposition for a type of multiobjective bilevel programming problems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems.

[BibT_eX]

[DOI]

Slawomir Koziel

J. Comput. Sci., 2016

Adaptive Two-Level Matching-Based Selection for Decomposition Multi-Objective Optimization.

[BibT_eX]

[DOI]

CoRR, 2016

Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm.

[BibT_eX]

[DOI]

CoRR, 2016

Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit.

[BibT_eX]

[DOI]

CoRR, 2016

What Does the Evolution Path Learn in CMA-ES?

[BibT_eX]

[DOI]

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

Multi-objective Local Search Based on Decomposition.

[BibT_eX]

[DOI]

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

Local Search Move Strategies within MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Adaptive patch-based sparsity estimation for image via MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A cone order sequence based multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Yueming Lyu

Ka-Chun Wong

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An evolutionary many-objective optimisation algorithm with adaptive region decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A decomposition based multiobjective evolutionary algorithm with classification.

[BibT_eX]

[DOI]

Xi Lin

Sam Kwong

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A multi-phase multiobjective approach based on decomposition for sparse reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Black-box expensive multiobjective optimization with adaptive in-fill rules.

[BibT_eX]

[DOI]

Qin Chen

Bingxiang Long

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A Multiutility Framework With Application for Studying Tradeoff Between Utility and Lifetime in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Shengbin Liao

IEEE Trans. Veh. Technol., 2015

An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

Interrelationship-Based Selection for Decomposition Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Multiobjective evolutionary algorithm based on decomposition for 3-objective optimization problems with objectives in different scales.

[BibT_eX]

[DOI]

Álvaro Rubio-Largo

Miguel A. Vega-Rodríguez

Soft Comput., 2015

A multiobjective optimization based framework to balance the global exploration and local exploitation in expensive optimization.

[BibT_eX]

[DOI]

J. Glob. Optim., 2015

Global path planning of wheeled robots using multi-objective memetic algorithms.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2015

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Two-Level Stable Matching-Based Selection in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Balancing Convergence and Diversity by Using Two Different Reproduction Operators in MOEA/D: Some Preliminary Work.

[BibT_eX]

[DOI]

Zhenkun Wang

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Multi-objective Optimization of Barrier Coverage with Wireless Sensors.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms.

[BibT_eX]

[DOI]

Rui Wang

Tao Zhang

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Evolutionary multiobjective optimization with hybrid selection principles.

[BibT_eX]

[DOI]

Ke Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

On the use of random weights in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

On performance of decomposition-based MOEAs in noisy environment.

[BibT_eX]

[DOI]

Qin Chen

Cheng Fu

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems.

[BibT_eX]

[DOI]

Georges G. E. Gielen

IEEE Trans. Evol. Comput., 2014

Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems.

[BibT_eX]

[DOI]

Hai-Lin Liu

Fangqing Gu

IEEE Trans. Evol. Comput., 2014

Stable Matching-Based Selection in Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2014

Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2014

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Xin Yao

IEEE Trans. Cybern., 2014

Hybridization of Decomposition and Local Search for Multiobjective Optimization.

[BibT_eX]

[DOI]

Liangjun Ke

Roberto Battiti

IEEE Trans. Cybern., 2014

A multiobjective evolutionary algorithm based on decomposition with normal boundary intersection for traffic grooming in optical networks.

[BibT_eX]

[DOI]

Álvaro Rubio-Largo

Miguel A. Vega-Rodríguez

Inf. Sci., 2014

Bridging machine learning and evolutionary computation.

[BibT_eX]

[DOI]

Sam Kwong

Neurocomputing, 2014

Machine learning based decision support for many-objective optimization problems.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Enhanced particle swarm optimization based on principal component analysis and line search.

[BibT_eX]

[DOI]

Xinchao Zhao

Wenqiao Lin

Appl. Math. Comput., 2014

Hybridisation of decomposition and GRASP for combinatorial multiobjective optimisation.

[BibT_eX]

[DOI]

Ahmad Alhindi

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

A replacement strategy for balancing convergence and diversity in MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Behavioral study of the surrogate model-aware evolutionary search framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Multiobjective test problems with complicated Pareto fronts: Difficulties in degeneracy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

An external archive guided multiobjective evolutionary approach based on decomposition for continuous optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A cooperative approach between metaheuristic and branch-and-price for the team orienteering problem with time windows.

[BibT_eX]

[DOI]

Liangjun Ke

Huimin Guo

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MOEA/D with Tabu Search for multiobjective permutation flow shop scheduling problems.

[BibT_eX]

[DOI]

Ahmad Alhindi

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2013

An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization.

[BibT_eX]

[DOI]

Francisco V. Fernández

Georges G. E. Gielen

IEEE Trans. Evol. Comput., 2013

Fitness Modeling With Markov Networks.

[BibT_eX]

[DOI]

Alexander E. I. Brownlee

John A. W. McCall

IEEE Trans. Evol. Comput., 2013

MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony.

[BibT_eX]

[DOI]

Liangjun Ke

Roberto Battiti

IEEE Trans. Cybern., 2013

An Intelligent Multi-Restart Memetic Algorithm for Box Constrained Global Optimisation.

[BibT_eX]

[DOI]

Jonathan M. Garibaldi

Natalio Krasnogor

Evol. Comput., 2013

Identification of multi-resolution network structures with multi-objective immune algorithm.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2013

MOEA/D for traffic grooming in WDM optical networks.

[BibT_eX]

[DOI]

Álvaro Rubio-Largo

Miguel A. Vega-Rodríguez

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Approximation Model Guided Selection for Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Guixu Zhang

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012

Multiobjective Memetic Algorithms.

[BibT_eX]

[DOI]

Andrzej Jaszkiewicz

Hisao Ishibuchi

Ponnuthurai Nagaratnam Suganthan

Proceedings of the Handbook of Memetic Algorithms, 2012

Decomposition-Based Multiobjective Evolutionary Algorithm With an Ensemble of Neighborhood Sizes.

[BibT_eX]

[DOI]

Shi-Zheng Zhao

IEEE Trans. Evol. Comput., 2012

Enhancing the search ability of differential evolution through orthogonal crossover.

[BibT_eX]

[DOI]

Yong Wang

Zixing Cai

Inf. Sci., 2012

A Self-guided Genetic Algorithm for permutation flowshop scheduling problems.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2012

Network Topology Planning Using MOEA/D with Objective-Guided Operators.

[BibT_eX]

[DOI]

Wei Peng

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A multiobjective evolutionary algorithm based on decomposition and probability model.

[BibT_eX]

[DOI]

Guixu Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms.

[BibT_eX]

[DOI]

Francisco V. Fernández

Georges G. E. Gielen

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters.

[BibT_eX]

[DOI]

Yong Wang

Zixing Cai

Ponnuthurai Nagaratnam Suganthan

IEEE Trans. Evol. Comput., 2011

Multiobjective evolutionary algorithms: A survey of the state of the art.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2011

Distribution of Computational Effort in Parallel MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

P-GLS-II: an enhanced version of the population-based guided local search.

[BibT_eX]

[DOI]

Nasser Tairan

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Spatio-temporal data evolutionary clustering based on MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Interactive MOEA/D for multi-objective decision making.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Framework for Many-Objective Test Problems with Both Simple and Complicated Pareto-Set Shapes.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

On the limits of effectiveness in estimation of distribution algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2010

Two-level evolutionary approach to the survivable mesh-based transport network topological design.

[BibT_eX]

[DOI]

J. Sun

J. Li

J. Heuristics, 2010

Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

A multi-objective evolutionary algorithm for the deployment and power assignment problem in wireless sensor networks.

[BibT_eX]

[DOI]

Demetrios Zeinalipour-Yazti

Comput. Networks, 2010

Reactive Search and Intelligent Optimization (Battiti, R., et al.; 2008) [Book Review].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2010

A surrogate-assisted evolutionary algorithm for minimax optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

MOEA/D with NBI-style Tchebycheff approach for portfolio management.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Population-Based Guided Local Search: Some preliminary experimental results.

[BibT_eX]

[DOI]

Nasser Tairan

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing.

[BibT_eX]

[DOI]

Francisco V. Fernández

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Multi-objective mobile agent-based Sensor Network Routing using MOEA/D.

[BibT_eX]

[DOI]

Christoforos Charalambous

Bashar Awwad Shiekh Hasan

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Multi-objective evolutionary methods for channel selection in Brain-Computer Interfaces: Some preliminary experimental results.

[BibT_eX]

[DOI]

John Q. Gan

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

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

Guest Editorial: Special Issue on Evolutionary Algorithms Based on Probabilistic Models.

[BibT_eX]

[DOI]

José Antonio Lozano

Pedro Larrañaga

IEEE Trans. Evol. Comput., 2009

Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Recent developments in natural computation.

[BibT_eX]

[DOI]

Jingtao Yao

Jingsheng Lei

Neurocomputing, 2009

An Evolutionary Approach for Survivable Network under SRLG Constraints.

[BibT_eX]

[DOI]

Yueheng Sun

Proceedings of the Fifth International Conference on Natural Computation, 2009

Problem-Specific Encoding and Genetic Operation for a Multi-Objective Deployment and Power Assignment Problem in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

Multiobjective K-Connected Deployment and Power Assignment in WSNs Using Constraint Handling.

[BibT_eX]

[DOI]

Fernando Gordejuela-Sanchez

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances.

[BibT_eX]

[DOI]

Wudong Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Fuzzy clustering based Gaussian Process Model for large training set and its application in expensive evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A Subproblem-dependent Heuristic in MOEA/D for the Deployment and Power Assignment Problem in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A self-guided genetic algorithm for flowshop scheduling problems.

[BibT_eX]

[DOI]

Shih-Hsin Chen

Pei-Chann Chang

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization.

[BibT_eX]

[DOI]

Chih-Ming Chen

Ying-Ping Chen

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Structure learning and optimisation in a Markov-network based estimation of distribution algorithm.

[BibT_eX]

[DOI]

Alexander E. I. Brownlee

John A. W. McCall

Siddhartha Shakya

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

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

Improving geodesic distance estimation based on locally linear assumption.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2008

Self-Guided Genetic Algorithm.

[BibT_eX]

[DOI]

Shih-Hsin Chen

Pei-Chann Chang

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

A Decomposition-based Multi-objective Particle Swarm Optimization Algorithm for Continuous Optimization Problems.

[BibT_eX]

[DOI]

Wei Peng

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

An Evolutionary Algorithm to a Multi-Objective Deployment and Power Assignment Problem in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Combination of EDA and DE for continuous biobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Tchebycheff approximation in Gaussian Process model composition for multi-objective expensive black box.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

MOEA/D for flowshop scheduling problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Approaches to selection and their effect on fitness modelling in an Estimation of Distribution Algorithm.

[BibT_eX]

[DOI]

Alexander E. I. Brownlee

John A. W. McCall

Deryck Forsyth Brown

Proceedings of the IEEE Congress on Evolutionary Computation, 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

Evolutionary Algorithms Refining a Heuristic: A Hybrid Method for Shared-Path Protections in WDM Networks Under SRLG Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2007

Combinations of estimation of distribution algorithms and other techniques.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2007

Energy-aware topology control for wireless sensor networks using memetic algorithms.

[BibT_eX]

[DOI]

Hsiao-Hwa Chen

José Antonio Vázquez Rodríguez

Comput. Commun., 2007

On the Performance of Metamodel Assisted MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 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

An estimation of distribution algorithm with guided mutation for a complex flow shop scheduling problem.

[BibT_eX]

[DOI]

Abdellah Salhi

Proceedings of the Genetic and Evolutionary Computation Conference, 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

2006

Knowledge Incorporation in Evolutionary Computation [Book Review].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 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

A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable Linkages.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Energy-aware Topology Control in Sensor Networks Using Modern Heuristics.

[BibT_eX]

[DOI]

Ian Henning

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 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

Iterated Local Search with Guided Mutation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

A Framework for Distributed Simulation of Asynchronous Handshake Circuits.

[BibT_eX]

[DOI]

Elias Tsirogiannis

Georgios Theodoropoulos

Proceedings of the Proceedings 39th Annual Simulation Symposium (ANSS-39 2006), 2006

Estimation of Distribution Algorithm with 2-opt Local Search for the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the Towards a New Evolutionary Computation, 2006

2005

An evolutionary algorithm with guided mutation for the maximum clique problem.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

DE/EDA: A new evolutionary algorithm for global optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2005

A Graph Theoretic Approach to Key Equivalence.

[BibT_eX]

[DOI]

J. Horacio Camacho

Abdellah Salhi

Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

On the convergence of a class of estimation of distribution algorithms.

[BibT_eX]

[DOI]

Heinz Mühlenbein

IEEE Trans. Evol. Comput., 2004

On stability of fixed points of limit models of univariate marginal distribution algorithm and factorized distribution algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2004

On the convergence of a factorized distribution algorithm with truncation selection.

[BibT_eX]

[DOI]

Complex., 2004

Hybrid Estimation of Distribution Algorithm for Multiobjective Knapsack Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004

To understand one-dimensional continuous fitness landscapes by drift analysis.

[BibT_eX]

[DOI]

Jun He

Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

On the discrete-time dynamics of a PCA learning algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2003

2000

A class of learning algorithms for principal component analysis and minor component analysis.

[BibT_eX]

[DOI]

Yiu-Wing Leung

IEEE Trans. Neural Networks Learn. Syst., 2000

A Simplified ICA Based Denoising Method.

[BibT_eX]

[DOI]

Hujun Yin

Nigel M. Allinson

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

An orthogonal genetic algorithm for multimedia multicast routing.

[BibT_eX]

[DOI]

Yiu-Wing Leung

IEEE Trans. Evol. Comput., 1999

1996

A New Evolutionary Model Based on Family Eugenics: the First Results.

[BibT_eX]

[DOI]

Shaoyan Wu

Huowang Chen

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995

Energy function for the one-unit Oja algorithm.

[BibT_eX]

[DOI]