Journal: IEEE Trans. Evolutionary Computation

Volume 18, Issue 6

793 -- 806Hongqing Cao, Friedrich Recknagel, Philip T. Orr. Parameter Optimization Algorithms for Evolving Rule Models Applied to Freshwater Ecosystems
807 -- 818Jeffrey S. Buzas, Jeffrey H. Dinitz. An Analysis of N\!K Landscapes: Interaction Structure, Statistical Properties, and Expected Number of Local Optima
819 -- 826Jiawei Li, Graham Kendall. The Effect of Memory Size on the Evolutionary Stability of Strategies in Iterated Prisoner's Dilemma
827 -- 845Lin Li, Xin Yao, Rustam Stolkin, Maoguo Gong, Shan He 0001. An Evolutionary Multiobjective Approach to Sparse Reconstruction
846 -- 859Bo Yuan, Bin Li, Thomas Weise, Xin Yao. A New Memetic Algorithm With Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-Based Nanoarchitectures
860 -- 872Xinsheng Lai, Yuren Zhou, Jun He, Jun Zhang. Performance Analysis of Evolutionary Algorithms for the Minimum Label Spanning Tree Problem
873 -- 892Rodrigo C. Barros, Márcio P. Basgalupp, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho. Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets
893 -- 908Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao. Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data
909 -- 923Ke Li, Qingfu Zhang, Sam Kwong, Miqing Li, Ran Wang. Stable Matching-Based Selection in Evolutionary Multiobjective Optimization

Volume 18, Issue 5

625 -- 627Frank Neumann, Benjamin Doerr, Per Kristian Lehre, Pauline C. Haddow. Editorial for the Special Issue on Theoretical Foundations of Evolutionary Computation
628 -- 642Rob Mills, Thomas Jansen 0001, Richard A. Watson. Transforming Evolutionary Search into Higher-Level Evolutionary Search by Capturing Problem Structure
643 -- 657Karl Bringmann, Tobias Friedrich. Convergence of Hypervolume-Based Archiving Algorithms
658 -- 673Zijun Wu, Michael Kolonko. Asymptotic Properties of a Generalized Cross-Entropy Optimization Algorithm
674 -- 688Thomas Jansen 0001, Christine Zarges. Reevaluating Immune-Inspired Hypermutations Using the Fixed Budget Perspective
689 -- 707Ruhul A. Sarker, Saber M. Elsayed, Tapabrata Ray. Differential Evolution With Dynamic Parameters Selection for Optimization Problems
708 -- 720Diego Perez, Julian Togelius, Spyridon Samothrakis, Philipp Rohlfshagen, Simon M. Lucas. Automated Map Generation for the Physical Traveling Salesman Problem
721 -- 741Weiguo Sheng, Shengyong Chen, Michael C. Fairhurst, Gang Xiao, Jiafa Mao. Multilocal Search and Adaptive Niching Based Memetic Algorithm With a Consensus Criterion for Data Clustering
742 -- 763Jian-xiong, Jing Liu, Yingwu Chen, Hussein A. Abbass. A Knowledge-Based Evolutionary Multiobjective Approach for Stochastic Extended Resource Investment Project Scheduling Problems
764 -- 778Hans-Georg Beyer, Alexander Melkozerov. The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model
779 -- 789Omid E. David, H. Jaap van den Herik, Moshe Koppel, Nathan S. Netanyahu. Genetic Algorithms for Evolving Computer Chess Programs
790 -- 791Bart Minnaert, David Martens. A Comment on "Correlation as a Heuristic for Accurate and Comprehensible Ant Colony Optimization-Based Classifiers"

Volume 18, Issue 4

465 -- 480Muhammad Iqbal 0001, Will N. Browne, Mengjie Zhang. Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems
481 -- 502Luís M. S. Russo, Alexandre P. Francisco. Quick Hypervolume
503 -- 518Tianjun Liao, Krzysztof Socha, Marco Antonio Montes de Oca, Thomas Stützle, Marco Dorigo. Ant Colony Optimization for Mixed-Variable Optimization Problems
519 -- 542Hossein Karshenas, Roberto Santana, Concha Bielza, Pedro Larrañaga. Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables
543 -- 558Behrooz Koohestani, Riccardo Poli. Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach
559 -- 576Michael A. Lones, Stephen L. Smith, Jane E. Alty, Stuart E. Lacy, Katherine L. Possin, D. R. Stuart Jamieson, Andy M. Tyrrell. Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients
577 -- 601Kalyanmoy Deb, Himanshu Jain. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints
602 -- 622Himanshu Jain, Kalyanmoy Deb. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

Volume 18, Issue 3

309 -- 325YiMin Sun, Dirk Jacob Verschuur. A Self-Adjustable Input Genetic Algorithm for the Near-Surface Problem in Geophysics
326 -- 347Rommel G. Regis. Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions
348 -- 365Miqing Li, Shengxiang Yang, Xiaohui Liu. Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization
366 -- 377Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen. Data Clustering Using Variants of Rapid Centroid Estimation
378 -- 393Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei, Xin Yao. Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization
394 -- 404Daniel Le Ly, Hod Lipson. Optimal Experiment Design for Coevolutionary Active Learning
405 -- 419Alexander Bailey, Mario Ventresca, Beatrice M. Ombuki-Berman. Genetic Programming for the Automatic Inference of Graph Models for Complex Networks
420 -- 434Mohammad-Hassan Tayarani-Najaran, Adam Prügel-Bennett. On the Landscape of Combinatorial Optimization Problems
435 -- 449Yi Mei, Xiaodong Li, Xin Yao. Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems
450 -- 455Hai-lin Liu, Fangqing Gu, Qingfu Zhang. Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems
456 -- 461Rachael Morgan, Marcus Gallagher. Sampling Techniques and Distance Metrics in High Dimensional Continuous Landscape Analysis: Limitations and Improvements

Volume 18, Issue 2

145 -- 166Michael A. Lones, Luis A. Fuente, Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Stephen L. Smith, Andy M. Tyrrell. Artificial Biochemical Networks: Evolving Dynamical Systems to Control Dynamical Systems
167 -- 179Emiliano Carreño Jara. Multi-Objective Optimization by Using Evolutionary Algorithms: The $p$-Optimality Criteria
180 -- 192Bo Liu, Qingfu Zhang, Georges G. E. Gielen. A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems
193 -- 208Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan. Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming
209 -- 225Lixin Tang, Yue Zhao, Jiyin Liu. An Improved Differential Evolution Algorithm for Practical Dynamic Scheduling in Steelmaking-Continuous Casting Production
226 -- 243Thomas Weise, Mingxu Wan, Pu Wang, Ke Tang, Alexandre Devert, Xin Yao. Frequency Fitness Assignment
244 -- 257G. Abo Samra, F. Khalefah. Localization of License Plate Number Using Dynamic Image Processing Techniques and Genetic Algorithms
258 -- 268Sivashan Chetty, Aderemi Oluyinka Adewumi. Comparison Study of Swarm Intelligence Techniques for the Annual Crop Planning Problem
269 -- 285Zhenan He, Gary G. Yen, Jun Zhang. Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms
286 -- 300Josu Ceberio, Ekhine Irurozki, Alexander Mendiburu, José Antonio Lozano. A Distance-Based Ranking Model Estimation of Distribution Algorithm for the Flowshop Scheduling Problem
301 -- 305Mariappan Kadarkarainadar Marichelvam, Thirumoorthy Prabaharan, Xin-She Yang. A Discrete Firefly Algorithm for the Multi-Objective Hybrid Flowshop Scheduling Problems

Volume 18, Issue 1

1 -- 3Sanghamitra Bandyopadhyay, Ujjwal Maulik, Carlos Artemio Coello Coello, Witold Pedrycz. Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining
4 -- 19Anirban Mukhopadhyay 0001, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos Artemio Coello Coello. A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I
20 -- 35Anirban Mukhopadhyay 0001, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Carlos A. Coello Coello. Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II
36 -- 53Alvaro Garcia-Piquer, Albert Fornells, Jaume Bacardit, Albert Orriols-Puig, Elisabet Golobardes. Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering
54 -- 69Diana Martín Rodríguez, Alejandro Rosete, Jesús Alcalá-Fdez, Francisco Herrera. A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules
70 -- 81Yu-Jun Zheng, Hai-Feng Ling, Jin-Yun Xue, Sheng Yong Chen. Population Classification in Fire Evacuation: A Multiobjective Particle Swarm Optimization Approach
82 -- 97Maoguo Gong, Qing Cai, Xiaowei Chen, Lijia Ma. Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition
98 -- 113Xianneng Li, Shingo Mabu, Kotaro Hirasawa. A Novel Graph-Based Estimation of the Distribution Algorithm and its Extension Using Reinforcement Learning
114 -- 130Ke Li, Álvaro Fialho, Sam Kwong, Qingfu Zhang. Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition
131 -- 144Gary G. Yen, Zhenan He. Performance Metric Ensemble for Multiobjective Evolutionary Algorithms