Changhe Li

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 64

Top Venues

University of Leicester, UK (PHD)

Education History

University of Leicester, UK

PHD

Publications

Yaqi Ti, Changhe Li, Shengxiang Yang
A Test Suite and An Optimizer for Dietary Nutrition Optimization Problem: From Constrained Many-Objective Perspective. CEC (2023)
Miao Gong, Fei Zhao, Sanyou Zeng, Changhe Li
An experimental study on local and global optima of linear antenna array synthesis by using the sequential least squares programming. Appl. Soft Comput. 148 (2023)
Jiaxing Gao, Lin Zhao, Tianyang Zhong, Changhe Li, Zhibin He, Yaonai Wei, Shu Zhang, Lei Guo, Tianming Liu, Junwei Han, Tuo Zhang
Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet. MICCAI (2) (2023)
Caie Hu, Sanyou Zeng, Changhe Li, Fei Zhao
On Nonstationary Gaussian Process Model for Solving Data-Driven Optimization Problems. IEEE Trans. Cybern. 53 (4) (2023)
Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. CoRR (2023)
Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang
Nearest better network for visualization of the fitness landscape. GECCO Companion (2023)
Qingshan Tan, Changhe Li, Sanyou Zeng, Shengxiang Yang
A Subspace-Based Non-Dominated Subset Selection Method. CEC (2023)
Junchen Wang, Changhe Li, Sanyou Zeng, Shengxiang Yang
History-Guided Hill Exploration for Evolutionary Computation. IEEE Trans. Evol. Comput. 27 (6) (2023)
Caie Hu, Sanyou Zeng, Changhe Li
Scalable GP with hyperparameters sharing based on transfer learning for solving expensive optimization problems. Appl. Soft Comput. 148 (2023)
Caie Hu, Sanyou Zeng, Changhe Li
A framework of global exploration and local exploitation using surrogates for expensive optimization. Knowl. Based Syst. 280 (2023)
Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Caie Hu, Sanyou Zeng, Changhe Li
An Uncertainty Measure for Prediction of Non-Gaussian Process Surrogates. Evol. Comput. 31 (1) (2023)
Michalis Mavrovouniotis, Georgios Ellinas, Changhe Li, Marios M. Polycarpou
A Multiple Ant Colony System for the Electric Vehicle Routing Problem with Time Windows. SSCI (2022)
Hai Xia, Changhe Li, Sanyou Zeng, Qingshan Tan, Junchen Wang, Shengxiang Yang
Learning to Search Promising Regions by a Monte-Carlo Tree Model. CEC (2022)
Ming Yang, Aimin Zhou, Xiaofen Lu, Zhihua Cai, Changhe Li, Jing Guan
CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization. Expert Syst. Appl. 203 (2022)
Caie Hu, Sanyou Zeng, Changhe Li
Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs. CEC (2022)
Wenjian Luo, Xin Lin, Changhe Li, Shengxiang Yang, Yuhui Shi
Benchmark Functions for CEC 2022 Competition on Seeking Multiple Optima in Dynamic Environments. CoRR (2022)
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Weizhong Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning. CoRR (2022)
Changhe Li, Jiaxing Gao, Zhibin He, Songyao Zhang, Yaonai Wei, Lei Du, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang
Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection. ISBI (2022)
Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou
Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. CEC (2022)
Yuzhong Chen, Zhenxiang Xiao, Lin Zhao, Lu Zhang, Haixing Dai, David Weizhong Liu, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning. CoRR (2022)
Li Yang, Zhibin He, Changhe Li, Junwei Han, Dajiang Zhu, Tianming Liu, Tuo Zhang
Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution. CoRR (2022)
Jiaxing Gao, Changhe Li, Zhibin He, Yaonai Wei, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang
Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions. ISBI (2022)
Baojian Chen, Changhe Li, Sanyou Zeng, Shengxiang Yang, Michalis Mavrovouniotis
An Adaptive Evolutionary Algorithm for Bi- Level Multi-objective VRPs with Real-Time Traffic Conditions. SSCI (2021)
Hai Xia, Changhe Li, Sanyou Zeng, Qingshan Tan, Junchen Wang, Shengxiang Yang
A Reinforcement-Learning-Based Evolutionary Algorithm Using Solution Space Clustering For Multimodal Optimization Problems. CEC (2021)
Caie Hu, Sanyou Zeng, Changhe Li
An Adaptive Model Management Strategy: Balancing Exploration and Exploitation. SSCI (2021)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Shengxiang Yang, Yew-Soon Ong
Handling Constrained Many-Objective Optimization Problems via Problem Transformation. IEEE Trans. Cybern. 51 (10) (2021)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Yew-Soon Ong
Two-type weight adjustments in MOEA/D for highly constrained many-objective optimization. Inf. Sci. 578 (2021)
Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Changhe Li, Michalis Mavrovouniotis, Trung Thanh Nguyen, Shengxiang Yang, Xin Yao
Generalized Moving Peaks Benchmark. CoRR (2021)
Qingshan Tan, Changhe Li, Hai Xia, Sanyou Zeng, Shengxiang Yang
A Novel Scalable Framework For Constructing Dynamic Multi-objective Optimization Problems. CEC (2021)
Ming Yang, Aimin Zhou, Changhe Li, Xin Yao
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems. IEEE Trans. Evol. Comput. 25 (1) (2021)
Long Xiao, Changhe Li, Junchen Wang, Michalis Mavrovouniotis, Shengxiang Yang, Xiaorong Dan
Modeling and Evolutionary Optimization for Multi-objective Vehicle Routing Problem with Real-time Traffic Conditions. ICMLC (2020)
Michalis Mavrovouniotis, Shengxiang Yang, Mien Van, Changhe Li, Marios M. Polycarpou
Ant Colony Optimization Algorithms for Dynamic Optimization: A Case Study of the Dynamic Travelling Salesperson Problem [Research Frontier]. IEEE Comput. Intell. Mag. 15 (1) (2020)
Yan Liang, Changhe Li
Discussion on Teaching Reform of Computer Education Major Based on Information Key Competency. ICCSE (2020)
Ming Yang, Aimin Zhou, Changhe Li, Jing Guan, Xuesong Yan
CCFR2: A more efficient cooperative co-evolutionary framework for large-scale global optimization. Inf. Sci. 512 (2020)
Ran Wang, Trung Thanh Nguyen, Changhe Li, Ian Jenkinson, Zaili Yang, Shayan Kavakeb
Optimising discrete dynamic berth allocations in seaports using a Levy Flight based meta-heuristic. Swarm Evol. Comput. 44 (2019)
Yiya Diao, Changhe Li, Sanyou Zeng, Michalis Mavrovouniotis, Shengxiang Yang
Memory-based multi-population genetic learning for dynamic shortest path problems. CEC (2019)
Sanyou Zeng, Ruwang Jiao, Changhe Li, Rui Wang
Constrained optimisation by solving equivalent dynamic loosely-constrained multiobjective optimisation problem. Int. J. Bio Inspired Comput. 13 (2) (2019)
Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou
Parallel Ant Colony Optimization for the Electric Vehicle Routing Problem. SSCI (2019)
Ruwang Jiao, Sanyou Zeng, Changhe Li
A feasible-ratio control technique for constrained optimization. Inf. Sci. 502 (2019)
Xiaofang Wu, Changhe Li, Sanyou Zeng, Shengxiang Yang
A Novel Multi-objective Evolutionary Algorithm Based on Space Partitioning. ISICA (2019)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Witold Pedrycz
Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint Handling. CEC (2019)
Changhe Li, Trung Thanh Nguyen, Sanyou Zeng, Ming Yang, Min Wu
An Open Framework for Constructing Continuous Optimization Problems. IEEE Trans. Cybern. 49 (6) (2019)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Yuhong Jiang, Yaochu Jin
A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization. Inf. Sci. 471 (2019)
Junchen Wang, Changhe Li, Yiya Diao, Sanyou Zeng, Hui Wang
An efficient nondominated sorting algorithm. GECCO (Companion) (2018)
Ming Yang, Changhe Li, Jing Guan, Xuesong Yan
A Supervised-Learning p-Norm Distance Metric for Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Yuhong Jiang, Junchen Wang
Expected improvement of constraint violation for expensive constrained optimization. GECCO (2018)
Ruwang Jiao, Sanyou Zeng, Changhe Li, Yuhong Jiang
Dynamic constrained multi-objective evolutionary algorithms with a novel selection strategy for constrained optimization. GECCO (Companion) (2018)
Xi Li, Sanyou Zeng, Changhe Li, Jiantao Ma
Many-objective optimization with dynamic constraint handling for constrained optimization problems. Soft Comput. 21 (24) (2017)
Ming Yang, Mohammad Nabi Omidvar, Changhe Li, Xiaodong Li, Zhihua Cai, Borhan Kazimipour, Xin Yao
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. 21 (4) (2017)
Michalis Mavrovouniotis, Changhe Li, Shengxiang Yang
A survey of swarm intelligence for dynamic optimization: Algorithms and applications. Swarm Evol. Comput. 33 (2017)
Ruwang Jiao, Sanyou Zeng, Jawdat S. Alkasassbeh, Changhe Li
Dynamic multi-objective evolutionary algorithms for single-objective optimization. Appl. Soft Comput. 61 (2017)
Sanyou Zeng, Ruwang Jiao, Changhe Li, Xi Li, Jawdat S. Alkasassbeh
A General Framework of Dynamic Constrained Multiobjective Evolutionary Algorithms for Constrained Optimization. IEEE Trans. Cybern. 47 (9) (2017)
Sanyou Zeng, Ruwang Jiao, Changhe Li, Bin Lan, Huanhuan Li, Jianqing Sun, Yongzhi Sun
Typical Constrained Optimization Formulation in Evolutionary Computation Not Suitable for Expensive Optimization. ISICA (1) (2017)
Yiya Diao, Changhe Li, Yebin Ma, Junchen Wang, Xingang Zhou
A Probabilistic Learning Algorithm for the Shortest Path Problem. SEAL (2017)
Changhe Li, Trung Thanh Nguyen, Ming Yang, Michalis Mavrovouniotis, Shengxiang Yang
An Adaptive Multipopulation Framework for Locating and Tracking Multiple Optima. IEEE Trans. Evol. Comput. 20 (4) (2016)
Ran Wang, Trung Thanh Nguyen, Shayan Kavakeb, Zaili Yang, Changhe Li
Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation. EvoApplications (2) (2016)
Caitao Zhan, Changhe Li
Shape Formation in Games: A Probability-Based Evolutionary Approach. CIS (2016)
Changhe Li
An Efficient Benchmark Generator for Dynamic Optimization Problems. BIC-TA (2) (2016)
Yong Xia, Changhe Li
Memory-based statistical learning for the travelling salesman problem. CEC (2016)
Ming Yang, Jing Guan, Changhe Li
Differential evolution with auto-enhanced population diversity: The experiments on the CEC'2016 competition. CEC (2016)
Changhe Li, Trung Thanh Nguyen, Ming Yang, Shengxiang Yang, Sanyou Zeng
Multi-population methods in unconstrained continuous dynamic environments: The challenges. Inf. Sci. 296 (2015)
Hui Wang, Wenjun Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Yong Liu
A modified cuckoo search algorithm for flow shop scheduling problem with blocking. CEC (2015)
Ming Yang, Changhe Li, Zhihua Cai, Jing Guan
Differential Evolution With Auto-Enhanced Population Diversity. IEEE Trans. Cybern. 45 (2) (2015)
Yong Xia, Changhe Li, Sanyou Zeng
Three New Heuristic Strategies for Solving Travelling Salesman Problem. ICSI (1) (2014)
Changhe Li, Shengxiang Yang, Ming Yang
An Adaptive Multi-Swarm Optimizer for Dynamic Optimization Problems. Evol. Comput. 22 (4) (2014)
Ming Yang, Zhihua Cai, Changhe Li, Jing Guan
An improved JADE algorithm for global optimization. IEEE Congress on Evolutionary Computation (2014)
Qing Zhang, Sanyou Zeng, Changhe Li
Dynamic and random differential evolution solving constrained optimisation problems. Int. J. Comput. Sci. Math. 5 (2) (2014)
Ming Yang, Jing Guan, Zhihua Cai, Changhe Li
A dimensional-level adaptive differential evolutionary algorithm for continuous optimization. GECCO (Companion) (2014)
Hui Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Jeng-Shyang Pan
Diversity enhanced particle swarm optimization with neighborhood search. Inf. Sci. 223 (2013)
Ming Yang, Zhihua Cai, Changhe Li, Jing Guan
An improved adaptive differential evolution algorithm with population adaptation. GECCO (2013)
Zhu Liu, Sanyou Zeng, Yuhong Jiang, Changhe Li, Ni Ouyang
Evolutionary design of a wide-band twisted dipole antenna for X-band application. ICES (2013)
Changhe Li, Shengxiang Yang
A General Framework of Multipopulation Methods With Clustering in Undetectable Dynamic Environments. IEEE Trans. Evol. Comput. 16 (4) (2012)
Changhe Li, Shengxiang Yang, Trung Thanh Nguyen
A Self-Learning Particle Swarm Optimizer for Global Optimization Problems. IEEE Trans. Syst. Man Cybern. Part B 42 (3) (2012)
Changhe Li, Shengxiang Yang, Ming Yang
Maintaining diversity by clustering in dynamic environments. IEEE Congress on Evolutionary Computation (2012)
Shengxiang Yang, Changhe Li
A Clustering Particle Swarm Optimizer for Locating and Tracking Multiple Optima in Dynamic Environments. IEEE Trans. Evol. Comput. 14 (6) (2010)
Changhe Li, Shengxiang Yang
Adaptive learning particle swarm optimizer-II for global optimization. IEEE Congress on Evolutionary Computation (2010)
Imtiaz Ali Korejo, Shengxiang Yang, Changhe Li
A Directed Mutation Operator for Real Coded Genetic Algorithms. EvoApplications (1) (2010)
Changhe Li, Shengxiang Yang
A clustering particle swarm optimizer for dynamic optimization. IEEE Congress on Evolutionary Computation (2009)
Qin Tang, Jianyou Zeng, Hui Li, Changhe Li, Yong Liu
A Particle Swarm Optimization Algorithm Based on Genetic Selection Strategy. ISNN (3) (2009)
Changhe Li, Shengxiang Yang
An adaptive learning particle swarm optimizer for function optimization. IEEE Congress on Evolutionary Computation (2009)
Changhe Li, Shengxiang Yang
An Island Based Hybrid Evolutionary Algorithm for Optimization. SEAL (2008)
Yali Hou, Changhe Li, Yucheng Ding
Theoretical Analysis and Experimental Evaluation Surface Morphology Integration of Grinding and Precision Finishing. PACIIA (2) (2008)
Zhuo Kang, Lishan Kang, Changhe Li, Yuping Chen, Minzhong Liu
Convergence properties of E-optimality algorithms for Many objective Optimization Problems. IEEE Congress on Evolutionary Computation (2008)
Changhe Li, Shengxiang Yang
A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization. SEAL (2008)
Changhe Li, Shengxiang Yang
Fast Multi-Swarm Optimization for Dynamic Optimization Problems. ICNC (7) (2008)
Qing Zhang, Changhe Li, Yong Liu, Lishan Kang
Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation. ISICA (2007)
Hui Wang, Hui Li, Yong Liu, Changhe Li, Sanyou Zeng
Opposition-based particle swarm algorithm with cauchy mutation. IEEE Congress on Evolutionary Computation (2007)
Changhe Li, Yong Liu, Aimin Zhou, Lishan Kang, Hui Wang
A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy. ISICA (2007)
Hui Wang, Yong Liu, Changhe Li, Sanyou Zeng
A Hybrid Particle Swarm Algorithm with Cauchy Mutation. SIS (2007)
Zhuo Kang, Lishan Kang, Xiufen Zou, Minzhong Liu, Changhe Li, Ming Yang, Yan Li, Yuping Chen, Sanyou Zeng
A New Evolutionary Decision Theory for Many-Objective Optimization Problems. ISICA (2007)
Changhe Li, Guangqi Cai
Material Removal Mechanisms Analysis in the Finishing Machining of Engineering Ceramics. PROLAMAT (2006)
Changhe Li, Ming Yang, Lishan Kang
A New Approach to Solving Dynamic Traveling Salesman Problems. SEAL (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Changhe Li