- 2015
- Md. Asafuddoula, Tapabrata Ray
, Ruhul A. Sarker
:
A Decomposition-Based Evolutionary Algorithm for Many Objective Optimization. IEEE Trans. Evol. Comput. 19(3): 445-460 (2015) - Md. Asafuddoula, Hemant K. Singh
, Tapabrata Ray
:
Six-Sigma Robust Design Optimization Using a Many-Objective Decomposition-Based Evolutionary Algorithm. IEEE Trans. Evol. Comput. 19(4): 490-507 (2015) - Daniel A. Ashlock, Andrew McEachern:
Evolutionary Nonlinear Projection. IEEE Trans. Evol. Comput. 19(6): 857-869 (2015) - Sanghamitra Bandyopadhyay, Arpan Mukherjee
:
An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution. IEEE Trans. Evol. Comput. 19(3): 400-413 (2015) - Subhodip Biswas
, Souvik Kundu, Swagatam Das
:
Inducing Niching Behavior in Differential Evolution Through Local Information Sharing. IEEE Trans. Evol. Comput. 19(2): 246-263 (2015) - Jürgen Branke, Salvatore Greco
, Roman Slowinski
, Piotr Zielniewicz
:
Learning Value Functions in Interactive Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 19(1): 88-102 (2015) - Qing Cai, Maoguo Gong, Shasha Ruan, Qiguang Miao
, Haifeng Du:
Network Structural Balance Based on Evolutionary Multiobjective Optimization: A Two-Step Approach. IEEE Trans. Evol. Comput. 19(6): 903-916 (2015) - Xinye Cai, Yexing Li, Zhun Fan
, Qingfu Zhang
:
An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization. IEEE Trans. Evol. Comput. 19(4): 508-523 (2015) - Gang Chen, Colin I. J. Douch, Mengjie Zhang:
Using Learning Classifier Systems to Learn Stochastic Decision Policies. IEEE Trans. Evol. Comput. 19(6): 885-902 (2015) - Bili Chen
, Wenhua Zeng, Yangbin Lin, Defu Zhang:
A New Local Search-Based Multiobjective Optimization Algorithm. IEEE Trans. Evol. Comput. 19(1): 50-73 (2015) - Ran Cheng
, Yaochu Jin
, Kaname Narukawa, Bernhard Sendhoff
:
A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling. IEEE Trans. Evol. Comput. 19(6): 838-856 (2015) - Jixiang Cheng, Gary G. Yen
, Gexiang Zhang
:
A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections. IEEE Trans. Evol. Comput. 19(4): 592-605 (2015) - Rajan Filomeno Coelho
:
Probabilistic Dominance in Multiobjective Reliability-Based Optimization: Theory and Implementation. IEEE Trans. Evol. Comput. 19(2): 214-224 (2015) - Sylvain Cussat-Blanc, Kyle Ira Harrington, Jordan B. Pollack:
Gene Regulatory Network Evolution Through Augmenting Topologies. IEEE Trans. Evol. Comput. 19(6): 823-837 (2015) - Quang Huy Dinh, Nathanael Aubert
, Nasimul Noman
, Teruo Fujii, Yannick Rondelez, Hitoshi Iba:
An Effective Method for Evolving Reaction Networks in Synthetic Biochemical Systems. IEEE Trans. Evol. Comput. 19(3): 374-386 (2015) - Martin Drozdik, Youhei Akimoto
, Hernán E. Aguirre, Kiyoshi Tanaka:
Computational Cost Reduction of Nondominated Sorting Using the M-Front. IEEE Trans. Evol. Comput. 19(5): 659-678 (2015) - Antoine S. D. Dymond
, Andries P. Engelbrecht, Schalk Kok
, P. Stephan Heyns:
Tuning Optimization Algorithms Under Multiple Objective Function Evaluation Budgets. IEEE Trans. Evol. Comput. 19(3): 341-358 (2015) - Liang Feng, Yew-Soon Ong
, Meng-Hiot Lim, Ivor W. Tsang
:
Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP. IEEE Trans. Evol. Comput. 19(5): 644-658 (2015) - Jonathan E. Fieldsend
, Richard M. Everson
:
The Rolling Tide Evolutionary Algorithm: A Multiobjective Optimizer for Noisy Optimization Problems. IEEE Trans. Evol. Comput. 19(1): 103-117 (2015) - Cheng Weng Fong, Hishammuddin Asmuni, Barry McCollum:
A Hybrid Swarm-Based Approach to University Timetabling. IEEE Trans. Evol. Comput. 19(6): 870-884 (2015) - Haobo Fu, Bernhard Sendhoff
, Ke Tang, Xin Yao
:
Robust Optimization Over Time: Problem Difficulties and Benchmark Problems. IEEE Trans. Evol. Comput. 19(5): 731-745 (2015) - Sen Bong Gee, Kay Chen Tan
, Vui Ann Shim, Nikhil R. Pal:
Online Diversity Assessment in Evolutionary Multiobjective Optimization: A Geometrical Perspective. IEEE Trans. Evol. Comput. 19(4): 542-559 (2015) - Brian W. Goldman, William F. Punch:
Analysis of Cartesian Genetic Programming's Evolutionary Mechanisms. IEEE Trans. Evol. Comput. 19(3): 359-373 (2015) - Wenyin Gong, Aimin Zhou
, Zhihua Cai:
A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization. IEEE Trans. Evol. Comput. 19(5): 746-758 (2015) - Shu-Mei Guo, Chin-Chang Yang:
Enhancing Differential Evolution Utilizing Eigenvector-Based Crossover Operator. IEEE Trans. Evol. Comput. 19(1): 31-49 (2015) - Shu-Mei Guo, Chin-Chang Yang, Pang-Han Hsu, Jason Sheng-Hong Tsai:
Improving Differential Evolution With a Successful-Parent-Selecting Framework. IEEE Trans. Evol. Comput. 19(5): 717-730 (2015) - Dustin Y. Harvey, Michael D. Todd:
Automated Feature Design for Numeric Sequence Classification by Genetic Programming. IEEE Trans. Evol. Comput. 19(4): 474-489 (2015) - Jun He
, Tianshi Chen, Xin Yao
:
On the Easiest and Hardest Fitness Functions. IEEE Trans. Evol. Comput. 19(2): 295-305 (2015) - Thomas Helmuth
, Lee Spector, James Matheson:
Solving Uncompromising Problems With Lexicase Selection. IEEE Trans. Evol. Comput. 19(5): 630-643 (2015) - Wang Hu, Gary G. Yen
:
Adaptive Multiobjective Particle Swarm Optimization Based on Parallel Cell Coordinate System. IEEE Trans. Evol. Comput. 19(1): 1-18 (2015)