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IEEE Transactions on Evolutionary Computation, Volume 23
Volume 23, Number 1, February 2019
- Wen Shi
, Wei-Neng Chen
An Adaptive Estimation of Distribution Algorithm for Multipolicy Insurance Investment Planning. 1-14 - Alan Tan Wei Min
Multiproblem Surrogates: Transfer Evolutionary Multiobjective Optimization of Computationally Expensive Problems. 15-28 - Xiaoyu He
An Evolution Path-Based Reproduction Operator for Many-Objective Optimization. 29-43 - Jinliang Ding
Generalized Multitasking for Evolutionary Optimization of Expensive Problems. 44-58 - Wenwen Li
A Learning Automata-Based Multiobjective Hyper-Heuristic. 59-73 - Linqiang Pan
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. 74-88 - Yanan Sun
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. 89-103 - Kalyanmoy Deb
A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization. 104-116 - Tomasz P. Pawlak
Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming. 117-129 - Saúl Zapotecas Martínez
A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites. 130-142 - Danial Yazdani
Robust Optimization Over Time by Learning Problem Space Characteristics. 143-155 - Álvaro Rubio-Largo
Multiobjective Metaheuristic to Design RNA Sequences. 156-169
Volume 23, Number 2, April 2019
- Yanan Sun
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems. 173-187 - Ya-Hui Jia
Distributed Cooperative Co-Evolution With Adaptive Computing Resource Allocation for Large Scale Optimization. 188-202 - Handing Wang
Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. 203-216 - Zhenkun Wang
On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries. 217-231 - Krzysztof Michalak
Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization. 232-246 - Chao Liu
Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization. 247-257 - Xiaoyu He
Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation. 258-272 - Xin Fei
New Sampling Strategies When Searching for Robust Solutions. 273-287 - Maoguo Gong
Decomposition-Based Evolutionary Multiobjective Optimization to Self-Paced Learning. 288-302 - Ke Li
Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization. 303-315 - Zhenan He
Robust Multiobjective Optimization via Evolutionary Algorithms. 316-330 - Ye Tian, Ran Cheng
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. 331-345 - Trinadh Pamulapati
$I_{\rm SDE}$ + - An Indicator for Multi and Many-Objective Optimization. 346-352 - Ilya Loshchilov
Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation. 353-358
Volume 23, Number 3, June 2019
- Xiaoyu He
Evolutionary Many-Objective Optimization Based on Dynamical Decomposition. 361-375 - Mengyuan Wu, Ke Li
Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization. 376-390 - Qiuzhen Lin
A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems. 391-405 - Sebastian Starke
Memetic Evolution for Generic Full-Body Inverse Kinematics in Robotics and Animation. 406-420 - Xiaoliang Ma, Xiaodong Li
A Survey on Cooperative Co-Evolutionary Algorithms. 421-441 - Yaochu Jin
Data-Driven Evolutionary Optimization: An Overview and Case Studies. 442-458 - Jie Tian
Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems. 459-472 - Binh Tran
Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification. 473-487 - Qi Chen
Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators. 488-502 - Haitham Seada
Multiphase Balance of Diversity and Convergence in Multiobjective Optimization. 503-513 - Patrick Spettel
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints. 514-524 - Wenjing Hong, Ke Tang, Aimin Zhou, Hisao Ishibuchi, Xin Yao
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization. 525-537
Volume 23, Number 4, August 2019
- Jianyong Sun
Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization. 541-555 - Zhenkun Wang
A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries. 556-571 - Hongwei Ge
A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning. 572-586 - Xiao Fang Liu
Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization. 587-602 - Daniele Gravina
Quality Diversity Through Surprise. 603-616 - Xue Yu, Wei-Neng Chen
ACO-A*: Ant Colony Optimization Plus A* for 3-D Traveling in Environments With Dense Obstacles. 617-631 - Weibo Liu
A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments. 632-644 - Wenjun Wang
An Effective Ensemble Framework for Multiobjective Optimization. 645-659 - Yiping Liu
A Multimodal Multiobjective Evolutionary Algorithm Using Two-Archive and Recombination Strategies. 660-674 - Zhen Yang
A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services. 675-688 - Tim Blackwell
Impact of Communication Topology in Particle Swarm Optimization. 689-702 - Qi Chen
Structural Risk Minimization-Driven Genetic Programming for Enhancing Generalization in Symbolic Regression. 703-717 - Yulian Cao
Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions. 718-731
Volume 23, Number 5, October 2019
- Hao Li
Evolutionary Multitasking Sparse Reconstruction: Framework and Case Study. 733-747 - Yanan Sun
A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization. 748-761 - Ran Cheng
Solving Incremental Optimization Problems via Cooperative Coevolution. 762-775 - Manuel Villalobos-Cid
A Memetic Algorithm Based on an NSGA-II Scheme for Phylogenetic Tree Inference. 776-787 - Jun Yi, Junren Bai
ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization. 788-802 - Qinghua Huang
Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data. 803-814 - Xinjing Wang
A Novel Evolutionary Sampling Assisted Optimization Method for High-Dimensional Expensive Problems. 815-827 - Jiawei Su
One Pixel Attack for Fooling Deep Neural Networks. 828-841 - Wei-Neng Chen
A Cooperative Co-Evolutionary Approach to Large-Scale Multisource Water Distribution Network Optimization. 842-857 - Maoguo Gong
Evolutionary Multitasking With Dynamic Resource Allocating Strategy. 858-869 - Zhi-Zhong Liu
Handling Constrained Multiobjective Optimization Problems With Constraints in Both the Decision and Objective Spaces. 870-884 - Mohammad Reza Bonyadi
Optimal-Margin Evolutionary Classifier. 885-898 - Elijah Bolluyt
Dynamic Influence on Replicator Evolution for the Propagation of Competing Technologies. 899-903 - Hemant Kumar Singh
Distance-Based Subset Selection for Benchmarking in Evolutionary Multi/Many-Objective Optimization. 904-912 - Jingda Deng
Approximating Hypervolume and Hypervolume Contributions Using Polar Coordinate. 913-918
Volume 23, Number 6, December 2019
- Chaoyue Wang
Evolutionary Generative Adversarial Networks. 921-934 - Xin-yuan Zhang, Yue-Jiao Gong
Dynamic Cooperative Coevolution for Large Scale Optimization. 935-948 - Cheng He
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. 949-961 - Richard John Preen
Evolutionary n-Level Hypergraph Partitioning With Adaptive Coarsening. 962-971 - Zhongwei Ma, Yong Wang
Evolutionary Constrained Multiobjective Optimization: Test Suite Construction and Performance Comparisons. 972-986 - Hui Li
Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm. 987-999 - Ahsanul Habib
A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization. 1000-1014 - Yan Jin, Jin-Kao Hao
Solving the Latin Square Completion Problem by Memetic Graph Coloring. 1015-1028 - Alexandros Agapitos
A Survey of Statistical Machine Learning Elements in Genetic Programming. 1029-1048 - Yang Liu
Framework of Evolutionary Algorithm for Investigation of Influential Nodes in Complex Networks. 1049-1063
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