Journal: IEEE Trans. Evolutionary Computation

Volume 19, Issue 6

761 -- 776Xingyi Zhang, Ye Tian, Yaochu Jin. A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization
777 -- 792Yang Yu, Chao Qian, Zhi-Hua Zhou. Switch Analysis for Running Time Analysis of Evolutionary Algorithms
793 -- 806Xinle Liang, Huaping Chen, Jose A. Lozano. A Boltzmann-Based Estimation of Distribution Algorithm for a General Resource Scheduling Model
807 -- 822Aimin Zhou, Jianyong Sun, Qingfu Zhang. An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods
823 -- 837Sylvain Cussat-Blanc, Kyle Ira Harrington, Jordan B. Pollack. Gene Regulatory Network Evolution Through Augmenting Topologies
838 -- 856Ran Cheng, Yaochu Jin, Kaname Narukawa, Bernhard Sendhoff. A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling
857 -- 869Daniel A. Ashlock, Andrew McEachern. Evolutionary Nonlinear Projection
870 -- 884Cheng Weng Fong, Hishammuddin Asmuni, Barry McCollum. A Hybrid Swarm-Based Approach to University Timetabling
885 -- 902Gang Chen 0002, Colin I. J. Douch, Mengjie Zhang. Using Learning Classifier Systems to Learn Stochastic Decision Policies
903 -- 916Qing Cai, Maoguo Gong, Shasha Ruan, Qiguang Miao, Haifeng Du. Network Structural Balance Based on Evolutionary Multiobjective Optimization: A Two-Step Approach

Volume 19, Issue 5

609 -- 629Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu. Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey
630 -- 643Thomas Helmuth, Lee Spector, James Matheson. Solving Uncompromising Problems With Lexicase Selection
644 -- 658Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Ivor W. Tsang. Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP
659 -- 678Martin Drozdik, Youhei Akimoto, Hernán E. Aguirre, Kiyoshi Tanaka. Computational Cost Reduction of Nondominated Sorting Using the M-Front
679 -- 693Lin Wang, Bo Yang, Shoude Wang, Zhifeng Liang. Building Image Feature Kinetics for Cement Hydration Using Gene Expression Programming With Similarity Weight Tournament Selection
694 -- 716Ke Li, Kalyanmoy Deb, Qingfu Zhang, Sam Kwong. An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition
717 -- 730Shu-Mei Guo, Chin-Chang Yang, Pang-Han Hsu, Jason Sheng Hong Tsai. Improving Differential Evolution With a Successful-Parent-Selecting Framework
731 -- 745Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao. Robust Optimization Over Time: Problem Difficulties and Benchmark Problems
746 -- 758Wenyin Gong, Aimin Zhou, Zhihua Cai. A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization

Volume 19, Issue 4

465 -- 473Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim. An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space
474 -- 489Dustin Y. Harvey, Michael D. Todd. Automated Feature Design for Numeric Sequence Classification by Genetic Programming
490 -- 507Md. Asafuddoula, Hemant K. Singh, Tapabrata Ray. Six-Sigma Robust Design Optimization Using a Many-Objective Decomposition-Based Evolutionary Algorithm
508 -- 523Xinye Cai, Yexing Li, Zhun Fan, Qingfu Zhang. An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization
524 -- 541Handing Wang, Licheng Jiao, Xin Yao. Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization
542 -- 559Sen Bong Gee, Kay Chen Tan, Vui Ann Shim, Nikhil R. Pal. Online Diversity Assessment in Evolutionary Multiobjective Optimization: A Geometrical Perspective
560 -- 574Lixin Tang, Yun Dong, Jiyin Liu. Differential Evolution With an Individual-Dependent Mechanism
575 -- 591Huayao Wu, Changhai Nie, Fei-Ching Kuo, Hareton K. N. Leung, Charles J. Colbourn. A Discrete Particle Swarm Optimization for Covering Array Generation
592 -- 605Jixiang Cheng, Gary G. Yen, Gexiang Zhang. A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections

Volume 19, Issue 3

309 -- 325Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu. Automatic Design of a Hyper-Heuristic Framework With Gene Expression Programming for Combinatorial Optimization Problems
326 -- 340Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec. Semantic Backpropagation for Designing Search Operators in Genetic Programming
341 -- 358Antoine S. D. Dymond, Andries P. Engelbrecht, Schalk Kok, P. Stephan Heyns. Tuning Optimization Algorithms Under Multiple Objective Function Evaluation Budgets
359 -- 373Brian W. Goldman, William F. Punch. Analysis of Cartesian Genetic Programming's Evolutionary Mechanisms
374 -- 386Huy Q. Dinh, Nathanael Aubert, Nasimul Noman, Teruo Fujii, Yannick Rondelez, Hitoshi Iba. An Effective Method for Evolving Reaction Networks in Synthetic Biochemical Systems
387 -- 399Chia-Hsuan Yeh, Chun-Yi Yang. Social Networks and Asset Price Dynamics
400 -- 413Sanghamitra Bandyopadhyay, Arpan Mukherjee. An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution
414 -- 431Wu Song, Yong Wang, Han-Xiong Li, Zixing Cai. Locating Multiple Optimal Solutions of Nonlinear Equation Systems Based on Multiobjective Optimization
432 -- 444Zdenek Vasícek, Lukás Sekanina. Evolutionary Approach to Approximate Digital Circuits Design
445 -- 460Md. Asafuddoula, Tapabrata Ray, Ruhul A. Sarker. A Decomposition-Based Evolutionary Algorithm for Many Objective Optimization

Volume 19, Issue 2

157 -- 166Ji Ni, Peter Rockett. Tikhonov Regularization as a Complexity Measure in Multiobjective Genetic Programming
167 -- 187Giorgos Karafotias, Mark Hoogendoorn, Ágoston E. Eiben. Parameter Control in Evolutionary Algorithms: Trends and Challenges
188 -- 200Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Bäck, Xin Yao. Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance
201 -- 213Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin. An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization
214 -- 224Rajan Filomeno Coelho. Probabilistic Dominance in Multiobjective Reliability-Based Optimization: Theory and Implementation
225 -- 245Tea Tusar, Bogdan Filipic. Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method
246 -- 263Subhodip Biswas, Souvik Kundu, Swagatam Das. Inducing Niching Behavior in Differential Evolution Through Local Information Sharing
264 -- 283Hisao Ishibuchi, Naoya Akedo, Yusuke Nojima. Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems
284 -- 294Richard J. Preen, Larry Bull. Toward the Coevolution of Novel Vertical-Axis Wind Turbines
295 -- 305Jun He, Tianshi Chen, Xin Yao. On the Easiest and Hardest Fitness Functions

Volume 19, Issue 1

1 -- 18Wang Hu, Gary G. Yen. Adaptive Multiobjective Particle Swarm Optimization Based on Parallel Cell Coordinate System
19 -- 30Luca Tersi, Silvia Fantozzi, Rita Stagni. Characterization of the Performance of Memetic Algorithms for the Automation of Bone Tracking With Fluoroscopy
31 -- 49Shu-Mei Guo, Chin-Chang Yang. Enhancing Differential Evolution Utilizing Eigenvector-Based Crossover Operator
50 -- 73Bili Chen, Wenhua Zeng, Yangbin Lin, Defu Zhang. A New Local Search-Based Multiobjective Optimization Algorithm
74 -- 87Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge. Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content
88 -- 102Jürgen Branke, Salvatore Greco, Roman Slowinski, Piotr Zielniewicz. Learning Value Functions in Interactive Evolutionary Multiobjective Optimization
103 -- 117Jonathan E. Fieldsend, Richard M. Everson. The Rolling Tide Evolutionary Algorithm: A Multiobjective Optimizer for Noisy Optimization Problems
118 -- 135William B. Langdon, Mark Harman. Optimizing Existing Software With Genetic Programming
136 -- 150Lingxi Li, Ke Tang. History-Based Topological Speciation for Multimodal Optimization
151 -- 155Gul Muhammad Khan, Rabia Arshad, Sahibzada Ali Mahmud, Fahad Ullah. Intelligent Bandwidth Estimation for Variable Bit Rate Traffic