Evolutionary Computation

Title Publication Date Language Citations
New Methods for Competitive Coevolution1997/03/01English160
The Equation for Response to Selection and Its Use for Prediction1997/09/01English147
Real-Coded Memetic Algorithms with Crossover Hill-Climbing2004/09/01English147
Genetic Algorithms, Selection Schemes, and the Varying Effects of Noise1996/06/01English134
Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications2009/06/01English120
Production Scheduling and Rescheduling with Genetic Algorithms1999/03/01English114
ZCS: A Zeroth Level Classifier System1994/03/01English108
Genetic Diversity as an Objective in Multi-Objective Evolutionary Algorithms2003/06/01English108
A Graph-Based Evolutionary Algorithm: Genetic Network Programming (GNP) and Its Extension Using Reinforcement Learning2007/09/01English107
Genetic Algorithms, Path Relinking, and the Flowshop Sequencing Problem1998/03/01English107
Genetic Algorithms with Memory- and Elitism-Based Immigrants in Dynamic Environments2008/09/01English105
Automated Algorithm Selection: Survey and Perspectives2019/03/01English100
Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks2003/09/01English99
Memetic Algorithms for Continuous Optimisation Based on Local Search Chains2010/03/01English98
Linkage Problem, Distribution Estimation, and Bayesian Networks2000/09/01English95
Forming Neural Networks Through Efficient and Adaptive Coevolution1997/12/01English94
How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison2018/09/01English94
The Gambler's Ruin Problem, Genetic Algorithms, and the Sizing of Populations1999/09/01English90
Pareto-adaptive ε-dominance2007/12/01English87
On the Choice of the Offspring Population Size in Evolutionary Algorithms2005/12/01English86
A New Representation and Operators for Genetic Algorithms Applied to Grouping Problems1994/06/01English85
Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit2020/09/01English85
A Comparison of Bloat Control Methods for Genetic Programming2006/09/01English82
FDA -A Scalable Evolutionary Algorithm for the Optimization of Additively Decomposed Functions1999/12/01English81
How Do We Evaluate Artificial Immune Systems?2005/06/01English75
Using Genetic Algorithms to Explore Pattern Recognition in the Immune System1993/09/01English73
Toward a Theory of Evolution Strategies: Self-Adaptation1995/09/01English72
Building Blocks, Cohort Genetic Algorithms, and Hyperplane-Defined Functions2000/12/01English71
Searching for Diverse, Cooperative Populations with Genetic Algorithms1993/06/01English71
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation2020/06/01English71