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IEEE Transactions on Evolutionary Computation, Volume 22
Volume 22, Number 1, February 2018
- Yaochu Jin

, Kaisa Miettinen
, Hisao Ishibuchi
:
Guest Editorial Evolutionary Many-Objective Optimization. 1-2 - Rui Wang

, Zhongbao Zhou, Hisao Ishibuchi
, Tianjun Liao, Tao Zhang
:
Localized Weighted Sum Method for Many-Objective Optimization. 3-18 - Thiago Santos

, Ricardo H. C. Takahashi
:
On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization. 19-31 - Qiuzhen Lin

, Songbai Liu
, Qingling Zhu
, Chaoyu Tang, Ruizhen Song, Jianyong Chen, Carlos A. Coello Coello
, Ka-Chun Wong
, Jun Zhang
:
Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems. 32-46 - Dunwei Gong, Jing Sun

, Zhuang Miao:
A Set-Based Genetic Algorithm for Interval Many-Objective Optimization Problems. 47-60 - Miqing Li

, Crina Grosan
, Shengxiang Yang
, Xiaohui Liu, Xin Yao
:
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite. 61-78 - Justin Maltese

, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
A Scalability Study of Many-Objective Optimization Algorithms. 79-96 - Xingyi Zhang, Ye Tian, Ran Cheng

, Yaochu Jin
:
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. 97-112 - Xiao Fang Liu

, Zhi-Hui Zhan
, Jeremiah D. Deng
, Yun Li
, Tianlong Gu, Jun Zhang
:
An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing. 113-128 - Tinkle Chugh

, Yaochu Jin
, Kaisa Miettinen
, Jussi Hakanen, Karthik Sindhya:
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. 129-142 - Peng Yang

, Ke Tang
, Xin Yao
:
Turning High-Dimensional Optimization Into Computationally Expensive Optimization. 143-156 - Renzhi Chen, Ke Li

, Xin Yao
:
Dynamic Multiobjectives Optimization With a Changing Number of Objectives. 157-171
Volume 22, Number 2, April 2018
- Xiaofen Lu

, Stefan Menzel, Ke Tang
, Xin Yao
:
Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective. 173-188 - Yuan Yuan

, Yew-Soon Ong
, Abhishek Gupta
, Hua Xu:
Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis. 189-210 - Fangqing Gu, Yiu-Ming Cheung

:
Self-Organizing Map-Based Weight Design for Decomposition-Based Many-Objective Evolutionary Algorithm. 211-225 - Xiaoliang Ma, Qingfu Zhang, Guangdong Tian, Junshan Yang, Zexuan Zhu

:
On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization. 226-244 - Antoine Cully

, Yiannis Demiris
:
Quality and Diversity Optimization: A Unifying Modular Framework. 245-259 - Heiner Zille

, Hisao Ishibuchi
, Sanaz Mostaghim
, Yusuke Nojima
:
A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation. 260-275 - Ankur Sinha, Pekka Malo

, Kalyanmoy Deb
:
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. 276-295 - Shouyong Jiang

, Shengxiang Yang
, Yong Wang
, Xiaobin Liu:
Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms. 296-313 - Miguel Duarte

, Jorge C. Gomes
, Sancho Moura Oliveira
, Anders Lyhne Christensen
:
Evolution of Repertoire-Based Control for Robots With Complex Locomotor Systems. 314-328
Volume 22, Number 3, June 2018
- Federica Sarro

, Marouane Kessentini, Kalyanmoy Deb
:
Guest Editorial Special Issue on Search-Based Software Engineering. 333 - Yuexing Wang

, Min Zhou, Xiaoyu Song, Ming Gu, Jiaguang Sun:
Constructing Cost-Aware Functional Test-Suites Using Nested Differential Evolution Algorithm. 334-346 - Roberto Pietrantuono

, Pasqualina Potena, Antonio Pecchia, Daniel Rodríguez
, Stefano Russo
, Luis Fernández Sanz
:
Multiobjective Testing Resource Allocation Under Uncertainty. 347-362 - Jaime Font

, Lorena Arcega
, Øystein Haugen, Carlos Cetina
:
Achieving Feature Location in Families of Models Through the Use of Search-Based Software Engineering. 363-377 - Shuai Wang

, Shaukat Ali
, Tao Yue
, Marius Liaaen:
Integrating Weight Assignment Strategies With NSGA-II for Supporting User Preference Multiobjective Optimization. 378-393 - Matheus Paixão

, Mark Harman, Yuanyuan Zhang, Yijun Yu
:
An Empirical Study of Cohesion and Coupling: Balancing Optimization and Disruption. 394-414 - Justyna Petke

, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David Robert White, John R. Woodward:
Genetic Improvement of Software: A Comprehensive Survey. 415-432 - Hai-Lin Liu

, Lei Chen, Qingfu Zhang, Kalyanmoy Deb:
Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems. 433-448 - Andreia P. Guerreiro

, Carlos M. Fonseca
:
Computing and Updating Hypervolume Contributions in Up to Four Dimensions. 449-463 - Clara Pizzuti

:
Evolutionary Computation for Community Detection in Networks: A Review. 464-483 - Duc-Cuong Dang

, Tobias Friedrich
, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre
, Pietro S. Oliveto
, Dirk Sudholt, Andrew M. Sutton
:
Escaping Local Optima Using Crossover With Emergent Diversity. 484-497
Volume 22, Number 4, August 2018
- Min Jiang

, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen
:
Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms. 501-514 - Mario Garza-Fabre

, Julia Handl
, Joshua D. Knowles
:
An Improved and More Scalable Evolutionary Approach to Multiobjective Clustering. 515-535 - Forhad Zaman

, Saber M. Elsayed
, Tapabrata Ray
, Ruhul A. Sarker
:
Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets. 536-549 - Mang Wang

, Bin Li, Guofu Zhang, Xin Yao
:
Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms. 550-563 - Xinye Cai

, Zhiwei Mei, Zhun Fan
, Qingfu Zhang:
A Constrained Decomposition Approach With Grids for Evolutionary Multiobjective Optimization. 564-577 - Qiang Yang, Wei-Neng Chen

, Jeremiah Da Deng
, Yun Li
, Tianlong Gu, Jun Zhang
:
A Level-Based Learning Swarm Optimizer for Large-Scale Optimization. 578-594 - Chao Qian

, Jing-Cheng Shi, Ke Tang
, Zhi-Hua Zhou
:
Constrained Monotone k-Submodular Function Maximization Using Multiobjective Evolutionary Algorithms With Theoretical Guarantee. 595-608 - Ye Tian, Ran Cheng

, Xingyi Zhang
, Fan Cheng, Yaochu Jin
:
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. 609-622 - Vassilis Vassiliades

, Konstantinos I. Chatzilygeroudis
, Jean-Baptiste Mouret:
Using Centroidal Voronoi Tessellations to Scale Up the Multidimensional Archive of Phenotypic Elites Algorithm. 623-630
Volume 22, Number 5, October 2018
- Zhenhua Li

, Qingfu Zhang:
A Simple Yet Efficient Evolution Strategy for Large-Scale Black-Box Optimization. 637-646 - Yuan Sun

, Michael Kirley
, Saman K. Halgamuge:
A Recursive Decomposition Method for Large Scale Continuous Optimization. 647-661 - Yanan Sun

, Gary G. Yen
, Zhang Yi
:
Improved Regularity Model-Based EDA for Many-Objective Optimization. 662-678 - Junzhi Li

, Ying Tan
:
Loser-Out Tournament-Based Fireworks Algorithm for Multimodal Function Optimization. 679-691 - Ran Cheng

, Miqing Li
, Ke Li
, Xin Yao
:
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection. 692-706 - Dogan Corus

, Duc-Cuong Dang
, Anton V. Eremeev
, Per Kristian Lehre
:
Level-Based Analysis of Genetic Algorithms and Other Search Processes. 707-719 - Dogan Corus

, Pietro S. Oliveto
:
Standard Steady State Genetic Algorithms Can Hillclimb Faster Than Mutation-Only Evolutionary Algorithms. 720-732 - Quang Nhat Huynh

, Shelvin Chand
, Hemant Kumar Singh
, Tapabrata Ray
:
Genetic Programming With Mixed-Integer Linear Programming-Based Library Search. 733-747 - Renato Tinós

, Liang Zhao
, Francisco Chicano
, L. Darrell Whitley:
NK Hybrid Genetic Algorithm for Clustering. 748-761 - Md. Asafuddoula

, Brijesh K. Verma
, Mengjie Zhang
:
A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization. 762-777 - Andrzej Jaszkiewicz

, Thibaut Lust
:
ND-Tree-Based Update: A Fast Algorithm for the Dynamic Nondominance Problem. 778-791 - Zhengwen Huang

, Maozhen Li
, Christos Chousidis
, Alireza Mousavi
, Changjun Jiang:
Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics. 792-804 - Caitong Yue

, Boyang Qu
, Jane-Jing Liang
:
A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems. 805-817
Volume 22, Number 6, December 2018
- Ke Li

, Kalyanmoy Deb
, Xin Yao
:
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. 821-835 - Handing Wang

, Yaochu Jin
, John Doherty
:
A Generic Test Suite for Evolutionary Multifidelity Optimization. 836-850 - Luis Miguel Antonio

, Carlos A. Coello Coello
:
Coevolutionary Multiobjective Evolutionary Algorithms: Survey of the State-of-the-Art. 851-865 - Manuel Chica

, Raymond Chiong
, Michael Kirley
, Hisao Ishibuchi
:
A Networked N-Player Trust Game and Its Evolutionary Dynamics. 866-878 - Sergio Santander-Jiménez

, Miguel A. Vega-Rodríguez
, Leonel Sousa
:
Multiobjective Frog-Leaping Optimization for the Study of Ancestral Relationships in Protein Data. 879-893 - Zi-Jia Wang

, Zhi-Hui Zhan
, Ying Lin
, Wei-Jie Yu
, Huaqiang Yuan, Tianlong Gu, Sam Kwong
, Jun Zhang
:
Dual-Strategy Differential Evolution With Affinity Propagation Clustering for Multimodal Optimization Problems. 894-908 - Ali Ahrari

, Kalyanmoy Deb
:
A Novel Class of Test Problems for Performance Evaluation of Niching Methods. 909-919 - Kalyanmoy Deb

, Ling Zhu
, Sandeep S. Kulkarni:
Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization. 920-933 - Jorge C. Gomes

, Pedro Mariano
, Anders Lyhne Christensen
:
Dynamic Team Heterogeneity in Cooperative Coevolutionary Algorithms. 934-948 - Jian Gong

, Mengfei Yang:
Evolutionary Fault Tolerance Method Based on Virtual Reconfigurable Circuit With Neural Network Architecture. 949-960 - Hisao Ishibuchi

, Ryo Imada, Yu Setoguchi, Yusuke Nojima
:
Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front. 961-975

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