Hai-Lin Liu

Orcid: 0000-0003-2276-1938

Affiliations:
  • Guangdong University of Technology, School of Applied Mathematics, Guangzhou, China


According to our database1, Hai-Lin Liu authored at least 140 papers between 2003 and 2024.

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Bibliography

2024
Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm.
IEEE Trans. Evol. Comput., October, 2024

TL-MOMFEA: a transfer learning-based multi-objective multitasking optimization evolutionary algorithm.
Memetic Comput., September, 2024

STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search.
IEEE Trans. Evol. Comput., June, 2024

An adaptive parental guidance strategy and its derived indicator-based evolutionary algorithm for multi- and many-objective optimization.
Swarm Evol. Comput., February, 2024

A Multiobjective Evolutionary Algorithm for Network Planning in In-Building Distributed Antenna Systems.
IEEE Trans. Netw. Sci. Eng., 2024

An objective reduction algorithm based on population decomposition and hyperplane approximation.
Swarm Evol. Comput., 2024

Span-based few-shot event detection via aligning external knowledge.
Neural Networks, 2024

Transfer learning based covariance matrix adaptation for evolutionary many-objective optimization.
Expert Syst. Appl., 2024

A constrained multi-objective evolutionary algorithm based on fitness landscape indicator.
Appl. Soft Comput., 2024

Modeling 5G shared base station planning problem using an evolutionary bi-level optimization algorithm.
Appl. Soft Comput., 2024

A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
EST-NAS: An evolutionary strategy with gradient descent for neural architecture search.
Appl. Soft Comput., October, 2023

EPC-DARTS: Efficient partial channel connection for differentiable architecture search.
Neural Networks, September, 2023

Transfer learning based evolutionary algorithm framework for multi-objective optimization problems.
Appl. Intell., July, 2023

A Multiobjective Multitask Optimization Algorithm Using Transfer Rank.
IEEE Trans. Evol. Comput., April, 2023

A Surrogate-Assisted Differential Evolution Algorithm for High-Dimensional Expensive Optimization Problems.
IEEE Trans. Cybern., April, 2023

A constrained multiobjective evolutionary algorithm based on adaptive constraint regulation.
Knowl. Based Syst., 2023

6G shared base station planning using an evolutionary bi-level multi-objective optimization algorithm.
Inf. Sci., 2023

A Coevolutionary Algorithm for Many-Objective Optimization Problems with Independent and Harmonious Objectives.
Complex Syst. Model. Simul., 2023

A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer.
Proceedings of the Knowledge Science, Engineering and Management, 2023

Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification.
Proceedings of the Knowledge Science, Engineering and Management, 2023

An improved TLEA-CMA-ES for Solving Bilevel Optimization Problems.
Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023

A Space-Saving Based MLCS Algorithm.
Proceedings of the IEEE Intl Conf on Dependable, 2023

Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2022

Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization.
IEEE Trans. Evol. Comput., 2022

A Rough-to-Fine Evolutionary Multiobjective Optimization Algorithm.
IEEE Trans. Cybern., 2022

A constrained multi-objective evolutionary algorithm using valuable infeasible solutions.
Swarm Evol. Comput., 2022

A bi-level transformation based evolutionary algorithm framework for equality constrained optimization.
Memetic Comput., 2022

A two-phase framework of locating the reference point for decomposition-based constrained multi-objective evolutionary algorithms.
Knowl. Based Syst., 2022

A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search.
Connect. Sci., 2022

Alternate Level Set Evolutions With Controlled Switch for Tooth Segmentation.
IEEE Access, 2022

Location planning of electric vehicle charging stations based on a multi-objective three-level optimization model.
Proceedings of the 18th International Conference on Computational Intelligence and Security, 2022

2021
Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions.
IEEE Trans. Evol. Comput., 2021

A Cooperative Evolutionary Framework Based on an Improved Version of Directed Weight Vectors for Constrained Multiobjective Optimization With Deceptive Constraints.
IEEE Trans. Cybern., 2021

An Effective Knowledge Transfer Approach for Multiobjective Multitasking Optimization.
IEEE Trans. Cybern., 2021

Optimised joint resource allocation for NOMA MIMO-based wireless powered sensor networks.
Int. J. Sens. Networks, 2021

Adaptively Allocating Constraint-Handling Techniques for Constrained Multi-objective Optimization Problems.
Int. J. Pattern Recognit. Artif. Intell., 2021

Performance investigation of I∊-indicator and I∊+-indicator based on Lp-norm.
Neurocomputing, 2021

Auto-sharing parameters for transfer learning based on multi-objective optimization.
Integr. Comput. Aided Eng., 2021

Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms.
Evol. Comput., 2021

A Mutli-objective Evolutionary Algorithm with Adaptive Parallel Region Decomposition.
Proceedings of the 13th International Conference on Advanced Computational Intelligence, 2021

A Multi-Objective Bilevel Optimization Evolutionary Algorithm with Local Search.
Proceedings of the 17th International Conference on Computational Intelligence and Security CIS 2021, 2021

Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Multiobjective Multitasking Optimization Based on Incremental Learning.
IEEE Trans. Evol. Comput., 2020

Objective-Domain Dual Decomposition: An Effective Approach to Optimizing Partially Differentiable Objective Functions.
IEEE Trans. Cybern., 2020

Handling multi-objective optimization problems with unbalanced constraints and their effects on evolutionary algorithm performance.
Swarm Evol. Comput., 2020

Evolution strategies for continuous optimization: A survey of the state-of-the-art.
Swarm Evol. Comput., 2020

Fast hypervolume approximation scheme based on a segmentation strategy.
Inf. Sci., 2020

2019
Evolutionary Many-Objective Algorithm Using Decomposition-Based Dominance Relationship.
IEEE Trans. Cybern., 2019

Relay node deployment for wireless sensor networks using evolutionary multi-objective algorithm.
Int. J. Sens. Networks, 2019

Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm.
Integr. Comput. Aided Eng., 2019

Multi-objective evolutionary triclustering with constraints of time-series gene expression data.
Integr. Comput. Aided Eng., 2019

Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives.
Evol. Comput., 2019

Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier].
IEEE Comput. Intell. Mag., 2019

Investigating the Performance of Evolutionary Algorithms on Constrained Multi-objective Optimization Problems with Deceptive Infeasible Regions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Co-Evolution Algorithm for Solving Many-Objective Problems with Independent Objective Sets.
Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

A Contracting BFGS Update in Quasi-Newton Methods for Unconstrained Optimization.
Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput., 2018

A novel constraint-handling technique based on dynamic weights for constrained optimization problems.
Soft Comput., 2018

Computational Intelligence in Astronomy: Preface.
Int. J. Comput. Intell. Syst., 2018

An Objective Reduction Algorithm based on Non-dominated Solution Pairs.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A parameterless decomposition-based evolutionary multi-objective algorithm.
Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018

An Evolutionary Multi- and Many-Objective Optimization Algorithm Based on ISDE + and Region Decomposition.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

FIR Digital Filter Design Based on Evolutionary Multi-Objective Algorithm.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms.
IEEE Trans. Evol. Comput., 2017

Optimized Base Station Sleeping and Renewable Energy Procurement Scheme Using PSO.
Int. J. Swarm Intell. Res., 2017

Population Decomposition-Based Greedy Approach Algorithm for the Multi-Objective Knapsack Problems.
Int. J. Pattern Recognit. Artif. Intell., 2017

A resource allocation evolutionary algorithm for OFDM system.
Int. J. Comput. Sci. Eng., 2017

Jointly optimal resource allocation for MIMO-OFDMA relaying system using tensor decomposition.
Int. J. Comput. Appl. Technol., 2017

Modeling the Tracking Area Planning Problem Using an Evolutionary Multi-Objective Algorithm.
IEEE Comput. Intell. Mag., 2017

An evolutionary algorithm with directed weights for constrained multi-objective optimization.
Appl. Soft Comput., 2017

Decomposition based dominance relationship for evolutionary many-objective algorithm.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

A Fast Objective Reduction Algorithm Based on Dominance Structure for Many Objective Optimization.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

A Hierarchical Decomposition-Based Evolutionary Many-Objective Algorithm.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy.
Proceedings of the Intelligent Computing Theories and Application, 2017

Resource Allocation for D2D Underlay Communication Systems Using PSO.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017

The Effect of Feasible Region on Imbalanced Problem in Constrained Multi-objective Optimization.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017

2016
Objective Extraction for Many-Objective Optimization Problems: Algorithm and Test Problems.
IEEE Trans. Evol. Comput., 2016

An Orthogonal Evolutionary Algorithm With Learning Automata for Multiobjective Optimization.
IEEE Trans. Cybern., 2016

A Constrained Multi-Objective Evolutionary Algorithm Based on Boundary Search and Archive.
Int. J. Pattern Recognit. Artif. Intell., 2016

A Decomposition-Based Constraint-Handling Technique for Constrained Multi-objective Optimization.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Solving constrained optimization using decomposition-based EMO algorithm.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A New Dominance Relation Based on Simplex for Many Objective Optimization Problems.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

A Renewable Energy Cooperation Scheme for OFDM Systems Using Evolutionary Many-Objective Optimization Algorithm.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

An evolutionary many-objective optimisation algorithm with adaptive region decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A hybrid evolutionary multiobjective optimization algorithm with adaptive multi-fitness assignment.
Soft Comput., 2015

Optimal WCDMA network planning by multiobjective evolutionary algorithm with problem-specific genetic operation.
Knowl. Inf. Syst., 2015

Integrating Preference by Means of Desirability Function with Evolutionary Multi-objective Optimization.
Intell. Autom. Soft Comput., 2015

An elitism based multi-objective artificial bee colony algorithm.
Eur. J. Oper. Res., 2015

4G Heterogeneous Networks Base Station Planning Using Evolutionary Multi-objective Algorithm.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

Optimized base station sleeping and renewable energy procurement using PSO.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems.
IEEE Trans. Evol. Comput., 2014

A new fuzzy K-EVD orthogonal complement space clustering method.
Neural Comput. Appl., 2014

A Novel Multi-objective Evolutionary Algorithm Solving Portfolio Problem.
J. Softw., 2014

A Region Decomposition-Based Multi-objective Particle Swarm Optimization Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2014

On Solving WCDMA Network Planning Using Iterative Power Control Scheme and Evolutionary Multiobjective Algorithm [Application Notes].
IEEE Comput. Intell. Mag., 2014

A multi-objective artificial bee colony algorithm based on division of the searching space.
Appl. Intell., 2014

An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Integrating Preferred Weights with Decomposition Based Multi-objective Evolutionary Algorithm.
Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Guest Editorial.
J. Comput., 2013

An Adaptive Multiobjective Differential Evolution Algorithm.
J. Comput., 2013

Multi-Objective Particle Swarm Optimization Algorithm Based on Population Decomposition.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Fast Dynamic Channel Allocation Algorithm for TD-HSPA System.
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

Dynamic Resource Allocation of TD-LTE System Based on Improved Quantum Evolutionary Algorithm.
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

Multi-objective Evolutionary Algorithm for 4G Base Station Planning.
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

A hybrid evolutionary algorithm for OFDM resource allocation.
Proceedings of the IEEE Symposium on Computational Intelligence for Engineering Solutions, 2013

A constrained multiobjective evolutionary algorithm based decomposition and temporary register.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
A Batch Rival Penalized Expectation-Maximization Algorithm for Gaussian Mixture Clustering with Automatic Model Selection.
Comput. Math. Methods Medicine, 2012

Power Allocation Algorithm Based on Non-cooperative Game Theory for LTE Downlink.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Resource Allocation for OFDM System Based on Evolutionary Algorithm.
Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

Preference-Based Evolutionary Multi-objective Optimization.
Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

A novel multiobjective differential evolutionary algorithm based on subregion search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
The 0/1 Multi-objective Knapsack Problem Based on Regional Search.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

A improved NSGA-II algorithm based on sub-regional search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Improved Fuzzy K-Subspace Clustering and Its Application in Multiple Dominant Sparse Component Analysis.
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

A Novel Weight Design in Multi-objective Evolutionary Algorithm.
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

2009
A New Algorithm for the Underdetermined Blind Source Separation Based on Sparse Component Analysis.
Int. J. Pattern Recognit. Artif. Intell., 2009

A Multi-Objective Evolutionary Algorithm Using Min-Max Strategy And Sphere Coordinate Transformation.
Intell. Autom. Soft Comput., 2009

Periodic solutions for difference systems with delay.
Appl. Math. Lett., 2009

A bounded diameter minimum spanning tree evolutionary algorithm based on double chromosome.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

A New Algorithm Estimating the Mixing Matrix for the Sparse Component Analysis.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

Evolutionary Algorithm for the Radio Planning and Coverage Optimization of 3G Cellular Networks.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2008
On blind source separation using generalized eigenvalues with a new metric.
Neurocomputing, 2008

2007
A New Approach to Underdetermined Blind Source Separation Using Sparse Representation.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Mixing Matrix Recovery of Underdetermined Source Separation Based on Sparse Representation.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2005
A Learning Framework for Blind Source Separation Using Generalized Eigenvalues.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A Recurrent Neural Network for Extreme Eigenvalue Problem.
Proceedings of the Advances in Intelligent Computing, 2005

2004
A new approach to blind source separation with global optimal property.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

2003
A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003


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