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IEEE Transactions on Evolutionary Computation, Volume 21
Volume 21, Number 1, February 2017
- Conrado Silva Miranda
, Fernando J. Von Zuben:
Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes. 1-13 - Chenyang Bu
Continuous Dynamic Constrained Optimization With Ensemble of Locating and Tracking Feasible Regions Strategies. 14-33 - Yuren Zhou, Zefeng Chen
Ranking Vectors by Means of the Dominance Degree Matrix. 34-51 - Jürgen Branke
Efficient Use of Partially Converged Simulations in Evolutionary Optimization. 52-64 - Shouyong Jiang
A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization. 65-82 - Harith Al-Sahaf
Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming. 83-101 - Yifeng Zeng
Structured Memetic Automation for Online Human-Like Social Behavior Learning. 102-115 - Grzegorz Dudek
Artificial Immune System With Local Feature Selection for Short-Term Load Forecasting. 116-130 - Yi Xiang
A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization. 131-152 - Junzhi Li
The Effect of Information Utilization: Introducing a Novel Guiding Spark in the Fireworks Algorithm. 153-166
Volume 21, Number 2, April 2017
- Hisao Ishibuchi
Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes. 169-190 - Qiang Yang, Wei-Neng Chen
Adaptive Multimodal Continuous Ant Colony Optimization. 191-205 - Si Zhang, Jie Xu
Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization. 206-219 - Zhenan He, Gary G. Yen
Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy. 220-233 - Maoguo Gong
A Multiobjective Cooperative Coevolutionary Algorithm for Hyperspectral Sparse Unmixing. 234-248 - Yuan Sun
Quantifying Variable Interactions in Continuous Optimization Problems. 249-264 - Licheng Jiao
A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization. 265-280 - Shane Strasser
Factored Evolutionary Algorithms. 281-293 - Nozomi Hitomi
A Classification and Comparison of Credit Assignment Strategies in Multiobjective Adaptive Operator Selection. 294-314 - Nasser R. Sabar
Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems. 315-327
Volume 21, Number 3, June 2017
- Shouyong Jiang
A Strength Pareto Evolutionary Algorithm Based on Reference Direction for Multiobjective and Many-Objective Optimization. 329-346 - Yu-Hui Zhang, Yue-Jiao Gong
Toward Fast Niching Evolutionary Algorithms: A Locality Sensitive Hashing-Based Approach. 347-362 - Xuyun Wen, Wei-Neng Chen
A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection. 363-377 - Mohammad Reza Bonyadi
Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm. 378-390 - Daniel Richards
Shape Optimization With Surface-Mapped CPPNs. 391-407 - Hai-Lin Liu
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms. 408-425 - Jun He
Average Drift Analysis and Population Scalability. 426-439 - Anupam Trivedi
A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition. 440-462 - Rhyd Lewis
How to Pack Trapezoids: Exact and Evolutionary Algorithms. 463-476 - Tobias Friedrich, Timo Kötzing, Martin S. Krejca
The Compact Genetic Algorithm is Efficient Under Extreme Gaussian Noise. 477-490
Volume 21, Number 4, August 2017
- Ming Yang
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization. 493-505 - Jiaqi Li, Chunyan Zhang
Changing the Intensity of Interaction Based on Individual Behavior in the Iterated Prisoner's Dilemma Game. 506-517 - Xiaodong Li
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications. 518-538 - Carlos Segura
Improving Diversity in Evolutionary Algorithms: New Best Solutions for Frequency Assignment. 539-553 - Mengyuan Wu, Ke Li
Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization. 554-568 - Muhammad Iqbal
Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification. 569-587 - Yang Chen
Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application. 588-600 - Yaqing Hou, Yew-Soon Ong
An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems. 601-615 - Zijun Wu
Stochastic Runtime Analysis of the Cross-Entropy Algorithm. 616-628 - Hans-Georg Beyer
Toward a Steady-State Analysis of an Evolution Strategy on a Robust Optimization Problem With Noise-Induced Multimodality. 629-643 - Chaoli Sun, Yaochu Jin
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems. 644-660
Volume 21, Number 5, October 2017
- Yong Wang
A Two-Phase Differential Evolution for Uniform Designs in Constrained Experimental Domains. 665-680 - Md. Monjurul Islam, Hemant Kumar Singh
A Surrogate Assisted Approach for Single-Objective Bilevel Optimization. 681-696 - Wenyin Gong, Yong Wang
A Weighted Biobjective Transformation Technique for Locating Multiple Optimal Solutions of Nonlinear Equation Systems. 697-713 - Jie Chen, Juan Li, Bin Xin:
DMOEA-εC: Decomposition-Based Multiobjective Evolutionary Algorithm With the ε-Constraint Framework. 714-730 - Yangming Zhou
Opposition-Based Memetic Search for the Maximum Diversity Problem. 731-745 - Hans-Georg Beyer
Simplify Your Covariance Matrix Adaptation Evolution Strategy. 746-759 - Liang Feng
Autoencoding Evolutionary Search With Learning Across Heterogeneous Problems. 760-772 - Feifei Zheng
An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems. 773-791 - Qi Chen
Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression. 792-806 - Jaroslaw Arabas
Improving Evolutionary Algorithms in a Continuous Domain by Monitoring the Population Midpoint. 807-812 - Kalyan Shankar Bhattacharjee, Hemant Kumar Singh
Bridging the Gap: Many-Objective Optimization and Informed Decision-Making. 813-820
Volume 21, Number 6, December 2017
- Harith Al-Sahaf
Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors. 825-844 - Christopher Michael Taylor
On Partitioning Multivariate Self-Affine Time Series. 845-862 - Alejandro Rosales-Pérez
An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles. 863-877 - Maoguo Gong
A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System. 878-897 - Nobuo Namura
Expected Improvement of Penalty-Based Boundary Intersection for Expensive Multiobjective Optimization. 898-913 - Simone Bianco
Combination of Video Change Detection Algorithms by Genetic Programming. 914-928 - Mohammad Nabi Omidvar
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization. 929-942 - David Howard:
A Platform That Directly Evolves Multirotor Controllers. 943-955 - Dawei Zhan
Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization. 956-975
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