Evolutionary Computation

Title Publication Date Language Citations
Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms1994/09/01English3,369
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results2000/06/01English2,478
Completely Derandomized Self-Adaptation in Evolution Strategies2001/06/01English1,695
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)2003/03/01English1,093
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy2000/06/01English1,011
An Overview of Evolutionary Algorithms in Multiobjective Optimization1995/03/01English951
Evolving Neural Networks through Augmenting Topologies2002/06/01English893
An Overview of Evolutionary Algorithms for Parameter Optimization1993/03/01English781
Combining Convergence and Diversity in Evolutionary Multiobjective Optimization2002/09/01English730
Evolutionary Algorithms for Constrained Parameter Optimization Problems1996/03/01English710
Multi-objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems1999/09/01English585
Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art2000/06/01English548
Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization1993/03/01English467
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents2000/03/01English435
Evaluating the ε-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions2005/12/01English382
Covariance Matrix Adaptation for Multi-objective Optimization2007/03/01English356
Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization1999/03/01English310
Classifier Fitness Based on Accuracy1995/06/01English300
Multiobjective Immune Algorithm with Nondominated Neighbor-Based Selection2008/06/01English293
Introducing Robustness in Multi-Objective Optimization2006/12/01English267
A Computationally Efficient Evolutionary Algorithm for Real-Parameter Optimization2002/12/01English263
A Species Conserving Genetic Algorithm for Multimodal Function Optimization2002/09/01English228
A Comparison of Selection Schemes Used in Evolutionary Algorithms1996/12/01English220
Evolutionary Undersampling for Classification with Imbalanced Datasets: Proposals and Taxonomy2009/09/01English201
Architecture for an Artificial Immune System2000/12/01English197
A Sequential Niche Technique for Multimodal Function Optimization1993/06/01English195
Self-Adaptive Genetic Algorithms with Simulated Binary Crossover2001/06/01English193
Strongly Typed Genetic Programming1995/06/01English191
A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization2009/09/01English189
A Note on the Extended Rosenbrock Function2006/03/01English171