IEEE Transactions on Evolutionary Computation, Volume 17 (original) (raw)



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Volume 17, Number 1, February 2013

Huayang Xie, Mengjie Zhang:
Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming. 1-19

Lixin Tang
, Xianpeng Wang
:
A Hybrid Multiobjective Evolutionary Algorithm for Multiobjective Optimization Problems. 20-45

Paul Kaufmann, Kyrre Glette, Thiemo Gruber, Marco Platzner
, Jim Tørresen, Bernhard Sick
:
Classification of Electromyographic Signals: Comparing Evolvable Hardware to Conventional Classifiers. 46-63

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
:
A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. 64-76

Dhish Kumar Saxena, João A. Duro
, Ashutosh Tiwari
, Kalyanmoy Deb, Qingfu Zhang
:
Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms. 77-99

Martin Trefzer
, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell:
On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems. 100-121

Sylvain Koos, Jean-Baptiste Mouret
, Stéphane Doncieux:
The Transferability Approach: Crossing the Reality Gap in Evolutionary Robotics. 122-145

Ji Ni, Russ H. Drieberg, Peter I. Rockett:
The Use of an Analytic Quotient Operator in Genetic Programming. 146-152
Volume 17, Number 2, April 2013

Daniel A. Ashlock, Graham Kendall
, Siang Yew Chong
:
Guest Editorial: Special Issue on Understanding Complex Evolutionary Systems. 153-154

Peter Tiño
, Siang Yew Chong
, Xin Yao
:
Complex Coevolutionary Dynamics - Structural Stability and Finite Population Effects. 155-164

David J. Walker
, Richard M. Everson
, Jonathan E. Fieldsend
:
Visualizing Mutually Nondominating Solution Sets in Many-Objective Optimization. 165-184

Wendy Ashlock, Suprakash Datta:
Evolved Features for DNA Sequence Classification and Their Fitness Landscapes. 185-197

Daniel A. Ashlock, Sharon McNicholas
:
Fitness Landscapes of Evolved Apoptotic Cellular Automata. 198-212

Spyridon Samothrakis, Simon M. Lucas
, Thomas Philip Runarsson
, David Robles:
Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. 213-226

Daniel A. Ashlock, Colin Lee:
Agent-Case Embeddings for the Analysis of Evolved Systems. 227-240

Wei-neng Chen, Jun Zhang
, 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. 241-258

Sabine Helwig, Jürgen Branke
, Sanaz Mostaghim
:
Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization. 259-271

Jonathan Kok
, Felipe Gonzalez
, Neil Kelson
:
FPGA Implementation of an Evolutionary Algorithm for Autonomous Unmanned Aerial Vehicle On-Board Path Planning. 272-281

Pawel Lichocki, Steffen Wischmann, Laurent Keller
, Dario Floreano:
Evolving Team Compositions by Agent Swapping. 282-298
Volume 17, Number 3, June 2013

Kangil Kim
, Robert I. McKay
:
Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming. 301-320

Antonin 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. 321-344

Christian Igel:
A Note on Generalization Loss When Evolving Adaptive Pattern Recognition Systems. 345-352

Iraj Rahimi Pordanjani, Hooman Erfanian Mazin, Wilsun Xu:
A Novel Genetic Programming Approach for Frequency-Dependent Modeling. 353-367

Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao
:
Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data. 368-386

Bo-Yang Qu
, Ponnuthurai Nagaratnam Suganthan
, Swagatam Das
:
A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization. 387-402

David B. Knoester, Heather Goldsby, Philip K. McKinley:
Genetic Variation and the Evolution of Consensus in Digital Organisms. 403-417

Dirk Sudholt:
A New Method for Lower Bounds on the Running Time of Evolutionary Algorithms. 418-435

Y. Volkan Pehlivanoglu:
A New Particle Swarm Optimization Method Enhanced With a Periodic Mutation Strategy and Neural Networks. 436-452
Volume 17, Number 4, August 2013

Álvaro Rubio-Largo
, Miguel A. Vega-Rodríguez
, Juan Antonio Gómez Pulido
, Juan Manuel Sánchez-Pérez:
Multiobjective Metaheuristics for Traffic Grooming in Optical Networks. 457-473

Rui Wang
, Robin C. Purshouse
, Peter J. Fleming
:
Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization. 474-494

Karthik Sindhya, Kaisa Miettinen
, Kalyanmoy Deb:
A Hybrid Framework for Evolutionary Multi-Objective Optimization. 495-511

Jing-Hui Zhong
, Meie Shen, Jun Zhang
, Henry Shu-Hung Chung, Yu-hui Shi, Yun Li
:
A Differential Evolution Algorithm With Dual Populations for Solving Periodic Railway Timetable Scheduling Problem. 512-527

Kanta Kinoshita, Kyoko Suzuki, Tetsuya Shimokawa:
Evolutionary Foundation of Bounded Rationality in a Financial Market. 528-544

José Santamaría
, Sergio Damas
, Oscar Cordón
, Agustín Escámez:
Self-Adaptive Evolution Toward New Parameter Free Image Registration Methods. 545-557

Md. Kamrul Islam, Madhu Chetty
:
Clustered Memetic Algorithm With Local Heuristics for Ab Initio Protein Structure Prediction. 558-576

Leon Palafox
, Nasimul Noman
, Hitoshi Iba:
Reverse Engineering of Gene Regulatory Networks Using Dissipative Particle Swarm Optimization. 577-587

Andrew R. Buck, James M. Keller, Marjorie Skubic:
A Memetic Algorithm for Matching Spatial Configurations With the Histograms of Forces. 588-604
Volume 17, Number 5, October 2013

Albert Y. S. Lam, Victor O. K. Li, Jin Xu:
On the Convergence of Chemical Reaction Optimization for Combinatorial Optimization. 605-620

Su 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. 621-639

Mingguo Liu, Jingsong He:
An Evolutionary Negative-Correlation Framework for Robust Analog-Circuit Design Under Uncertain Faults. 640-665

Aniruddha Basak, Swagatam Das
, Kay Chen Tan
:
Multimodal Optimization Using a Biobjective Differential Evolution Algorithm Enhanced With Mean Distance-Based Selection. 666-685

Abdul Rauf Baig, Waseem Shahzad, Salabat Khan:
Correlation as a Heuristic for Accurate and Comprehensible Ant Colony Optimization Based Classifiers. 686-704

Mengqi Hu, Teresa Wu, Jeffery D. Weir
:
An Adaptive Particle Swarm Optimization With Multiple Adaptive Methods. 705-720

Shengxiang Yang, Miqing Li, Xiaohui Liu, Jinhua Zheng:
A Grid-Based Evolutionary Algorithm for Many-Objective Optimization. 721-736
Volume 17, Number 6, December 2013

Hiroshi Someya:
Striking a Mean- and Parent-Centric Balance in Real-Valued Crossover Operators. 737-754

Ki-Baek Lee, Jong-Hwan Kim:
Multiobjective Particle Swarm Optimization With Preference-Based Sort and Its Application to Path Following Footstep Optimization for Humanoid Robots. 755-766

Vui Ann Shim, Kay Chen Tan
, Chun Yew Cheong:
An Energy-Based Sampling Technique for Multi-Objective Restricted Boltzmann Machine. 767-785

Bo Liu, Qingfu Zhang
, Francisco V. Fernández
, Georges G. E. Gielen
:
An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization. 786-796

Weishan Dong, Tianshi Chen, Peter Tiño
, Xin Yao
:
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization. 797-822

José García-Nieto
, Ana Carolina Olivera
, Enrique Alba
:
Optimal Cycle Program of Traffic Lights With Particle Swarm Optimization. 823-839

Nasser R. Sabar, Masri Ayob, Graham Kendall
, Rong Qu
:
Grammatical Evolution Hyper-Heuristic for Combinatorial Optimization Problems. 840-861

Alexander E. I. Brownlee
, John A. W. McCall
, Qingfu Zhang
:
Fitness Modeling With Markov Networks. 862-879

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