Changhe Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

History-Guided Hill Exploration for Evolutionary Computation.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., December, 2023

A framework of global exploration and local exploitation using surrogates for expensive optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., November, 2023

Scalable GP with hyperparameters sharing based on transfer learning for solving expensive optimization problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., November, 2023

An experimental study on local and global optima of linear antenna array synthesis by using the sequential least squares programming.

[BibT_eX]

[DOI]

Appl. Soft Comput., November, 2023

Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., August, 2023

On Nonstationary Gaussian Process Model for Solving Data-Driven Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

An Uncertainty Measure for Prediction of Non-Gaussian Process Surrogates.

[BibT_eX]

[DOI]

Evol. Comput., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Nearest better network for visualization of the fitness landscape.

[BibT_eX]

[DOI]

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

A Test Suite and An Optimizer for Dietary Nutrition Optimization Problem: From Constrained Many-Objective Perspective.

[BibT_eX]

[DOI]

Yaqi Ti

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

A Subspace-Based Non-Dominated Subset Selection Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022

CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution.

[BibT_eX]

[DOI]

CoRR, 2022

Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Benchmark Functions for CEC 2022 Competition on Seeking Multiple Optima in Dynamic Environments.

[BibT_eX]

[DOI]

CoRR, 2022

A Multiple Ant Colony System for the Electric Vehicle Routing Problem with Time Windows.

[BibT_eX]

[DOI]

Georgios Ellinas

Marios M. Polycarpou

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Learning to Search Promising Regions by a Monte-Carlo Tree Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight.

[BibT_eX]

[DOI]

Georgios Ellinas

Marios M. Polycarpou

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Handling Constrained Many-Objective Optimization Problems via Problem Transformation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Two-type weight adjustments in MOEA/D for highly constrained many-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Generalized Moving Peaks Benchmark.

[BibT_eX]

[DOI]

Danial Yazdani

Jürgen Branke

Mohammad Nabi Omidvar

Trung Thanh Nguyen

Xin Yao

CoRR, 2021

An Adaptive Model Management Strategy: Balancing Exploration and Exploitation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

An Adaptive Evolutionary Algorithm for Bi- Level Multi-objective VRPs with Real-Time Traffic Conditions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A Reinforcement-Learning-Based Evolutionary Algorithm Using Solution Space Clustering For Multimodal Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

A Novel Scalable Framework For Constructing Dynamic Multi-objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

CCFR2: A more efficient cooperative co-evolutionary framework for large-scale global optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Ant Colony Optimization Algorithms for Dynamic Optimization: A Case Study of the Dynamic Travelling Salesperson Problem [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2020

Modeling and Evolutionary Optimization for Multi-objective Vehicle Routing Problem with Real-time Traffic Conditions.

[BibT_eX]

[DOI]

Long Xiao

Junchen Wang

Xiaorong Dan

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Discussion on Teaching Reform of Computer Education Major Based on Information Key Competency.

[BibT_eX]

[DOI]

Yan Liang

Proceedings of the 15th International Conference on Computer Science & Education, 2020

2019

An Open Framework for Constructing Continuous Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Optimising discrete dynamic berth allocations in seaports using a Levy Flight based meta-heuristic.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

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

[BibT_eX]

[DOI]

Inf. Sci., 2019

A feasible-ratio control technique for constrained optimization.

[BibT_eX]

[DOI]

Ruwang Jiao

Inf. Sci., 2019

Constrained optimisation by solving equivalent dynamic loosely-constrained multiobjective optimisation problem.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2019

Parallel Ant Colony Optimization for the Electric Vehicle Routing Problem.

[BibT_eX]

[DOI]

Georgios Ellinas

Marios M. Polycarpou

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Novel Multi-objective Evolutionary Algorithm Based on Space Partitioning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Algorithms and Applications, 2019

Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint Handling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Memory-based multi-population genetic learning for dynamic shortest path problems.

[BibT_eX]

[DOI]

Yiya Diao

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Supervised-Learning p-Norm Distance Metric for Hyperspectral Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

An efficient nondominated sorting algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Expected improvement of constraint violation for expensive constrained optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Dynamic constrained multi-objective evolutionary algorithms with a novel selection strategy for constrained optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization.

[BibT_eX]

[DOI]

Mohammad Nabi Omidvar

IEEE Trans. Evol. Comput., 2017

A General Framework of Dynamic Constrained Multiobjective Evolutionary Algorithms for Constrained Optimization.

[BibT_eX]

[DOI]

Jawdat S. Alkasassbeh

IEEE Trans. Cybern., 2017

A survey of swarm intelligence for dynamic optimization: Algorithms and applications.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2017

Many-objective optimization with dynamic constraint handling for constrained optimization problems.

[BibT_eX]

[DOI]

Soft Comput., 2017

Dynamic multi-objective evolutionary algorithms for single-objective optimization.

[BibT_eX]

[DOI]

Ruwang Jiao

Jawdat S. Alkasassbeh

Appl. Soft Comput., 2017

A Probabilistic Learning Algorithm for the Shortest Path Problem.

[BibT_eX]

[DOI]

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

Typical Constrained Optimization Formulation in Evolutionary Computation Not Suitable for Expensive Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Intelligent Systems, 2017

2016

An Adaptive Multipopulation Framework for Locating and Tracking Multiple Optima.

[BibT_eX]

[DOI]

Trung Thanh Nguyen

IEEE Trans. Evol. Comput., 2016

Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Shape Formation in Games: A Probability-Based Evolutionary Approach.

[BibT_eX]

[DOI]

Caitao Zhan

Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

Differential evolution with auto-enhanced population diversity: The experiments on the CEC'2016 competition.

[BibT_eX]

[DOI]

Jing Guan

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Memory-based statistical learning for the travelling salesman problem.

[BibT_eX]

[DOI]

Yong Xia

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An Efficient Benchmark Generator for Dynamic Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015

Differential Evolution With Auto-Enhanced Population Diversity.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Multi-population methods in unconstrained continuous dynamic environments: The challenges.

[BibT_eX]

[DOI]

Inf. Sci., 2015

A modified cuckoo search algorithm for flow shop scheduling problem with blocking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Dynamic and random differential evolution solving constrained optimisation problems.

[BibT_eX]

[DOI]

Qing Zhang

Int. J. Comput. Sci. Math., 2014

An Adaptive Multi-Swarm Optimizer for Dynamic Optimization Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2014

Three New Heuristic Strategies for Solving Travelling Salesman Problem.

[BibT_eX]

[DOI]

Yong Xia

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

A dimensional-level adaptive differential evolutionary algorithm for continuous optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An improved JADE algorithm for global optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Diversity enhanced particle swarm optimization with neighborhood search.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Evolutionary design of a wide-band twisted dipole antenna for X-band application.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Evolvable Systems, 2013

An improved adaptive differential evolution algorithm with population adaptation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

A Self-Learning Particle Swarm Optimizer for Global Optimization Problems.

[BibT_eX]

[DOI]

Trung Thanh Nguyen

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

A General Framework of Multipopulation Methods With Clustering in Undetectable Dynamic Environments.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2012

Maintaining diversity by clustering in dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Particle swarm optimization in stationary and dynamic environments.

[BibT_eX]

[DOI]

PhD thesis, 2011

2010

A Clustering Particle Swarm Optimizer for Locating and Tracking Multiple Optima in Dynamic Environments.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2010

A Directed Mutation Operator for Real Coded Genetic Algorithms.

[BibT_eX]

[DOI]

Imtiaz Ali Korejo

Proceedings of the Applications of Evolutionary Computation, 2010

Adaptive learning particle swarm optimizer-II for global optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

A Particle Swarm Optimization Algorithm Based on Genetic Selection Strategy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2009

A clustering particle swarm optimizer for dynamic optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

An adaptive learning particle swarm optimizer for function optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

An Island Based Hybrid Evolutionary Algorithm for Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Theoretical Analysis and Experimental Evaluation Surface Morphology Integration of Grinding and Precision Finishing.

[BibT_eX]

[DOI]

Yali Hou

Yucheng Ding

Proceedings of the PACIIA 2008, 2008

Fast Multi-Swarm Optimization for Dynamic Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Natural Computation, 2008

Convergence properties of E-optimality algorithms for Many objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

A Hybrid Particle Swarm Algorithm with Cauchy Mutation.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

A New Evolutionary Decision Theory for Many-Objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

Opposition-based particle swarm algorithm with cauchy mutation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

A New Approach to Solving Dynamic Traveling Salesman Problems.

[BibT_eX]

[DOI]

Lishan Kang

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Material Removal Mechanisms Analysis in the Finishing Machining of Engineering Ceramics.

[BibT_eX]

[DOI]