An optima-identified framework with brain storm optimization for multimodal optimization problems

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquín Derrac, Salvador García, Daniel Molina et al. · Swarm and Evolutionary Computation · 2011 · 5.2K citations

Practical Tutorial, Engineering, Evolution Strategy +12

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions

Jing Liang, A. K. Qin, Ponnuthurai Nagaratnam Suganthan et al. · IEEE Transactions on Evolutionary Computation · 2006 · 3.7K citations

Artificial Intelligence, Large-scale Global Optimization, Engineering +15

Genetic algorithms with sharing for multimodal function optimization

David E. Goldberg, Jon T. Richardson · international conference on Genetic algorithms · 1987 · 1.9K citations

Artificial Intelligence, Memetic Algorithm, Multimodal Function Optimization +15

A clearing procedure as a niching method for genetic algorithms

Alain Pétrowski · 1996 · 622 citations

Artificial Intelligence, Engineering, Machine Learning +16

Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology

Xiaodong Li · IEEE Transactions on Evolutionary Computation · 2009 · 451 citations

Search Optimization, Niching Algorithm, Computational Science +15