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IEEE Transactions on Evolutionary Computation, Volume 20
Volume 20, Number 1, February 2016
- Enrique Muñoz Ballester

, José Manuel Cadenas
, Yew-Soon Ong
, Giovanni Acampora
:
Memetic Music Composition. 1-15 - Yuan Yuan

, Hua Xu, Bo Wang, Xin Yao
:
A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization. 16-37 - Miranda Lakshmi Travis

, Martin Aruldoss
, V. Prasanna Venkatesan:
A Genetic Bankrupt Ratio Analysis Tool Using a Genetic Algorithm to Identify Influencing Financial Ratios. 38-51 - Aimin Zhou, Qingfu Zhang

:
Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms. 52-64 - Jinghui Zhong

, Yew-Soon Ong
, Wentong Cai
:
Self-Learning Gene Expression Programming. 65-80 - Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai:

Recursion-Based Biases in Stochastic Grammar Model Genetic Programming. 81-95 - Juan Wang, Ke Tang, José Antonio Lozano, Xin Yao

:
Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems. 96-109 - Jürgen Branke

, Su Nguyen
, Christoph W. Pickardt, Mengjie Zhang:
Automated Design of Production Scheduling Heuristics: A Review. 110-124 - Andrea Maesani, Giovanni Iacca

, Dario Floreano:
Memetic Viability Evolution for Constrained Optimization. 125-144 - Zhenan He, Gary G. Yen

:
Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement. 145-160
Volume 20, Number 2, April 2016
- Leticia Hernando

, Alexander Mendiburu
, José Antonio Lozano:
A Tunable Generator of Instances of Permutation-Based Combinatorial Optimization Problems. 165-179 - Yuan Yuan

, Hua Xu, Bo Wang, Bo Zhang, Xin Yao
:
Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers. 180-198 - Ankur Sinha, Pekka Malo

, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius:
Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty. 199-217 - Mostafa Z. Ali

, Ponnuthurai N. Suganthan
, Robert G. Reynolds, Amer F. Al-Badarneh:
Leveraged Neighborhood Restructuring in Cultural Algorithms for Solving Real-World Numerical Optimization Problems. 218-231 - Xin Qiu, Jian-Xin Xu, Kay Chen Tan

, Hussein A. Abbass:
Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization. 232-244 - Ying-Chi Lin, Martin Clauß, Martin Middendorf:

Simple Probabilistic Population-Based Optimization. 245-262 - Narine Manukyan, Margaret J. Eppstein, Jeffrey S. Buzas:

Tunably Rugged Landscapes With Known Maximum and Minimum. 263-274 - Xiaoliang Ma, Fang Liu, Yutao Qi, Xiaodong Wang, Lingling Li, Licheng Jiao

, Minglei Yin, Maoguo Gong:
A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables. 275-298 - Chenwen Zhu

, Lihong Xu, Erik D. Goodman
:
Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization. 299-315 - Jun He

, Guangming Lin:
Average Convergence Rate of Evolutionary Algorithms. 316-321 - Nikhil R. Pal:

Call for nominations / Applications for the position of the Editor-in-Chief of IEEE Transactions on Emerging Topics in Computational Intelligence. 323
Volume 20, Number 3, June 2016
- Zhaoyuan Wang, Huanlai Xing

, Tianrui Li
, Yan Yang, Rong Qu
, Yi Pan
:
A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization. 325-342 - Abhishek Gupta

, Yew-Soon Ong
, Liang Feng:
Multifactorial Evolution: Toward Evolutionary Multitasking. 343-357 - Haitham Seada, Kalyanmoy Deb:

A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives. 358-369 - Mohammad Reza Bonyadi

, Zbigniew Michalewicz
:
Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm. 370-385 - Zhenan He, Gary G. Yen

:
Visualization and Performance Metric in Many-Objective Optimization. 386-402 - Leonardo C. T. Bezerra

, Manuel López-Ibáñez
, Thomas Stützle
:
Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms. 403-417 - Juanjuan Luo, Licheng Jiao

, José Antonio Lozano:
A Sparse Spectral Clustering Framework via Multiobjective Evolutionary Algorithm. 418-433 - Vincent A. Cicirello

:
The Permutation in a Haystack Problem and the Calculus of Search Landscapes. 434-446 - Noha M. Hamza

, Daryl Leslie Essam
, Ruhul A. Sarker
:
Constraint Consensus Mutation-Based Differential Evolution for Constrained Optimization. 447-459 - Jiawei Li

, Graham Kendall, Robert Ivor John:
Computing Nash Equilibria and Evolutionarily Stable States of Evolutionary Games. 460-469 - Hussein A. Abbass

, Garrison W. Greenwood, Eleni Petraki:
The N-Player Trust Game and its Replicator Dynamics. 470-474 - Luping Wang, Qingfu Zhang

, Aimin Zhou, Maoguo Gong, Licheng Jiao
:
Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm. 475-480
Volume 20, Number 4, August 2016
- Dhish Kumar Saxena, Arnab Sinha, João A. Duro

, Qingfu Zhang
:
Entropy-Based Termination Criterion for Multiobjective Evolutionary Algorithms. 485-498 - Álvaro Rubio-Largo

, Miguel A. Vega-Rodríguez
, David L. González-Álvarez:
A Hybrid Multiobjective Memetic Metaheuristic for Multiple Sequence Alignment. 499-514 - Kalyanmoy Deb, Mohamed Abouhawwash

:
An Optimality Theory-Based Proximity Measure for Set-Based Multiobjective Optimization. 515-528 - Soo Ling Lim

, Peter J. Bentley
, Fuyuki Ishikawa:
The Effects of Developer Dynamics on Fitness in an Evolutionary Ecosystem Model of the App Store. 529-545 - Eduardo Gontijo Carrano

, Gisele P. da Silva, Edgard P. Cardoso, Ricardo H. C. Takahashi
:
Subpermutation-Based Evolutionary Multiobjective Algorithm for Load Restoration in Power Distribution Networks. 546-562 - Yuan-Long Li, Yuren Zhou, Zhi-Hui Zhan, Jun Zhang

:
A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms. 563-576 - Michael Fenton

, Ciaran McNally
, Jonathan Byrne, Erik Hemberg, James McDermott, Michael O'Neill
:
Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution. 577-589 - Changhe Li

, Trung Thanh Nguyen
, Ming Yang, Michalis Mavrovouniotis
, Shengxiang Yang:
An Adaptive Multipopulation Framework for Locating and Tracking Multiple Optima. 590-605 - Bing Xue

, Mengjie Zhang, Will N. Browne
, Xin Yao
:
A Survey on Evolutionary Computation Approaches to Feature Selection. 606-626 - Mahmood A. Rashid

, Firas Khatib, Md. Tamjidul Hoque, Abdul Sattar
:
An Enhanced Genetic Algorithm for Ab Initio Protein Structure Prediction. 627-644
Volume 20, Number 5, October 2016
- Miqing Li

, Shengxiang Yang
, Xiaohui Liu:
Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization. 645-665 - Jianhua Liu, Yi Mei

, Xiaodong Li
:
An Analysis of the Inertia Weight Parameter for Binary Particle Swarm Optimization. 666-681 - Valentino Santucci

, Marco Baioletti, Alfredo Milani
:
Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion. 682-694 - Xin-yuan Zhang, Jun Zhang

, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, Yun Li
:
Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks. 695-710 - Qiuzhen Lin

, Jianyong Chen
, Zhi-Hui Zhan, Wei-Neng Chen, Carlos A. Coello Coello
, Yilong Yin, Chih-Min Lin, Jun Zhang
:
A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems. 711-729 - Francesco Rogai, Claudia Manfredi, Leonardo Bocchi

:
Metaheuristics for Specialization of a Segmentation Algorithm for Ultrasound Images. 730-741 - Michal Bidlo

:
On Routine Evolution of Complex Cellular Automata. 742-754 - Yiu-ming Cheung

, Fangqing Gu, Hai-Lin Liu:
Objective Extraction for Many-Objective Optimization Problems: Algorithm and Test Problems. 755-772 - Ran Cheng

, Yaochu Jin
, Markus Olhofer, Bernhard Sendhoff
:
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization. 773-791 - Hu Zhang, Aimin Zhou

, Shenmin Song, Qingfu Zhang
, Xiao Zhi Gao, Jun Zhang
:
A Self-Organizing Multiobjective Evolutionary Algorithm. 792-806 - Hisao Ishibuchi

, Hiroyuki Masuda, Yusuke Nojima
:
Pareto Fronts of Many-Objective Degenerate Test Problems. 807-813 - Mohammad Reza Bonyadi

, Zbigniew Michalewicz
:
Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption. 814-819
Volume 20, Number 6, December 2016
- Rui Wang

, Qingfu Zhang
, Tao Zhang
:
Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods. 821-837 - Weiguo Sheng

, Shengyong Chen, Mengmeng Sheng, Gang Xiao, Jiafa Mao, Yujun Zheng:
Adaptive Multisubpopulation Competition and Multiniche Crowding-Based Memetic Algorithm for Automatic Data Clustering. 838-858 - Qiang Lu

, Qing-Long Han
, Shirong Liu:
A Cooperative Control Framework for a Collective Decision on Movement Behaviors of Particles. 859-873 - Shan He

, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang
, Ke Tang, Jing Liu
, Mirco Musolesi
, John K. Heath, Xin Yao
:
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery. 874-891 - Geng Lin, Wenxing Zhu

, M. Montaz Ali
:
An Effective Hybrid Memetic Algorithm for the Minimum Weight Dominating Set Problem. 892-907 - Yuning Chen

, Jin-Kao Hao
:
Memetic Search for the Generalized Quadratic Multiple Knapsack Problem. 908-923 - Bingdong Li, Ke Tang

, Jinlong Li, Xin Yao
:
Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators. 924-938 - Handing Wang

, Yaochu Jin
, Jan O. Jansen:
Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System. 939-952 - Gang Chen

, Colin I. J. Douch, Mengjie Zhang:
Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions. 953-971 - Wei-Yu Chiu, Gary G. Yen

, Teng-Kuei Juan:
Minimum Manhattan Distance Approach to Multiple Criteria Decision Making in Multiobjective Optimization Problems. 972-985

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