Journal: IEEE Trans. Evolutionary Computation

Volume 17, Issue 6

737 -- 754Hiroshi Someya. Striking a Mean- and Parent-Centric Balance in Real-Valued Crossover Operators
755 -- 766Ki-Baek Lee, Jong-Hwan Kim. Multiobjective Particle Swarm Optimization With Preference-Based Sort and Its Application to Path Following Footstep Optimization for Humanoid Robots
767 -- 785Vui Ann Shim, Kay Chen Tan, Chun Yew Cheong. An Energy-Based Sampling Technique for Multi-Objective Restricted Boltzmann Machine
786 -- 796Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen. An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization
797 -- 822Weishan Dong, Tianshi Chen, Peter Tino, Xin Yao. Scaling Up Estimation of Distribution Algorithms for Continuous Optimization
823 -- 839José García-Nieto, Ana Carolina Olivera, Enrique Alba. Optimal Cycle Program of Traffic Lights With Particle Swarm Optimization
840 -- 861Nasser R. Sabar, Masri Ayob, Graham Kendall, Rong Qu. Grammatical Evolution Hyper-Heuristic for Combinatorial Optimization Problems
862 -- 879Alexander E. I. Brownlee, John A. W. McCall, Qingfu Zhang. Fitness Modeling With Markov Networks

Volume 17, Issue 5

605 -- 620Albert Y. S. Lam, Victor O. K. Li, Jin Xu. On the Convergence of Chemical Reaction Optimization for Combinatorial Optimization
621 -- 639Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan. A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem
640 -- 665Mingguo Liu, Jingsong He. An Evolutionary Negative-Correlation Framework for Robust Analog-Circuit Design Under Uncertain Faults
666 -- 685Aniruddha Basak, Swagatam Das, Kay Chen Tan. Multimodal Optimization Using a Biobjective Differential Evolution Algorithm Enhanced With Mean Distance-Based Selection
686 -- 704Abdul Rauf Baig, Waseem Shahzad, Salabat Khan. Correlation as a Heuristic for Accurate and Comprehensible Ant Colony Optimization Based Classifiers
705 -- 720Mengqi Hu, Teresa Wu, Jeffery D. Weir. An Adaptive Particle Swarm Optimization With Multiple Adaptive Methods
721 -- 736Shengxiang Yang, Miqing Li, Xiaohui Liu, Jinhua Zheng. A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

Volume 17, Issue 4

457 -- 473Alvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez. Multiobjective Metaheuristics for Traffic Grooming in Optical Networks
474 -- 494Rui Wang, Robin C. Purshouse, Peter J. Fleming. Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization
495 -- 511Karthik Sindhya, Kaisa Miettinen, Kalyanmoy Deb. A Hybrid Framework for Evolutionary Multi-Objective Optimization
512 -- 527Jing-Hui Zhong, Meie Shen, Jun Zhang 0003, Henry Shu-Hung Chung, Yu-hui Shi, Yun Li. A Differential Evolution Algorithm With Dual Populations for Solving Periodic Railway Timetable Scheduling Problem
528 -- 544Kanta Kinoshita, Kyoko Suzuki, Tetsuya Shimokawa. Evolutionary Foundation of Bounded Rationality in a Financial Market
545 -- 557Jose Santamaría, Sergio Damas, Oscar Cordón, Agustín Escámez. Self-Adaptive Evolution Toward New Parameter Free Image Registration Methods
558 -- 576Md. Kamrul Islam, Madhu Chetty. Clustered Memetic Algorithm With Local Heuristics for Ab Initio Protein Structure Prediction
577 -- 587Leon Palafox, Nasimul Noman, Hitoshi Iba. Reverse Engineering of Gene Regulatory Networks Using Dissipative Particle Swarm Optimization
588 -- 604Andrew R. Buck, James M. Keller, Marjorie Skubic. A Memetic Algorithm for Matching Spatial Configurations With the Histograms of Forces

Volume 17, Issue 3

301 -- 320Kangil Kim, Robert I. McKay. Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming
321 -- 344Antonin Ponsich, Antonio López Jaimes, Carlos A. Coello Coello. A Survey on Multiobjective Evolutionary Algorithms for the Solution of the Portfolio Optimization Problem and Other Finance and Economics Applications
345 -- 352Christian Igel. A Note on Generalization Loss When Evolving Adaptive Pattern Recognition Systems
353 -- 367Iraj Rahimi Pordanjani, Hooman Erfanian Mazin, Wilsun Xu. A Novel Genetic Programming Approach for Frequency-Dependent Modeling
368 -- 386Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao. Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data
387 -- 402Bo-Yang Qu, Ponnuthurai Nagaratnam Suganthan, Swagatam Das. A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization
403 -- 417David B. Knoester, Heather Goldsby, Philip K. McKinley. Genetic Variation and the Evolution of Consensus in Digital Organisms
418 -- 435Dirk Sudholt. A New Method for Lower Bounds on the Running Time of Evolutionary Algorithms
436 -- 452Y. Volkan Pehlivanoglu. A New Particle Swarm Optimization Method Enhanced With a Periodic Mutation Strategy and Neural Networks

Volume 17, Issue 2

153 -- 154Daniel Ashlock, Graham Kendall, Siang Yew Chong. Guest Editorial: Special Issue on Understanding Complex Evolutionary Systems
155 -- 164Peter Tino, Siang Yew Chong, Xin Yao. Complex Coevolutionary Dynamics - Structural Stability and Finite Population Effects
165 -- 184David J. Walker, Richard M. Everson, Jonathan E. Fieldsend. Visualizing Mutually Nondominating Solution Sets in Many-Objective Optimization
185 -- 197Wendy Ashlock, Suprakash Datta. Evolved Features for DNA Sequence Classification and Their Fitness Landscapes
198 -- 212Daniel Ashlock, Sharon McNicholas. Fitness Landscapes of Evolved Apoptotic Cellular Automata
213 -- 226Spyridon Samothrakis, Simon M. Lucas, Thomas Philip Runarsson, David Robles. Coevolving Game-Playing Agents: Measuring Performance and Intransitivities
227 -- 240Daniel Ashlock, Colin Lee. Agent-Case Embeddings for the Analysis of Evolved Systems
241 -- 258Wei-neng Chen, Jun Zhang 0003, Ying Lin, Ni Chen, Zhi-hui Zhan, Henry Shu-Hung Chung, Yun Li, Yu-hui Shi. Particle Swarm Optimization With an Aging Leader and Challengers
259 -- 271Sabine Helwig, Jürgen Branke, Sanaz Mostaghim. Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization
272 -- 281Jonathan Kok, Luis Felipe Gonzalez, Neil Kelson. FPGA Implementation of an Evolutionary Algorithm for Autonomous Unmanned Aerial Vehicle On-Board Path Planning
282 -- 298Pawel Lichocki, Steffen Wischmann, Laurent Keller, Dario Floreano. Evolving Team Compositions by Agent Swapping

Volume 17, Issue 1

1 -- 19Huayang Xie, Mengjie Zhang. Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming
20 -- 45Lixin Tang, Xianpeng Wang. A Hybrid Multiobjective Evolutionary Algorithm for Multiobjective Optimization Problems
46 -- 63Paul Kaufmann, Kyrre Glette, Thiemo Gruber, Marco Platzner, Jim Torresen, Bernhard Sick. Classification of Electromyographic Signals: Comparing Evolvable Hardware to Conventional Classifiers
64 -- 76Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson. A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms
77 -- 99Dhish Kumar Saxena, João A. Duro, Ashutosh Tiwari, Kalyanmoy Deb, Qingfu Zhang. Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms
100 -- 121Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell. On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems
122 -- 145Sylvain Koos, Jean-Baptiste Mouret, Stéphane Doncieux. The Transferability Approach: Crossing the Reality Gap in Evolutionary Robotics
146 -- 152Ji Ni, Russ H. Drieberg, Peter Rockett. The Use of an Analytic Quotient Operator in Genetic Programming