Hybrid Intelligent Systems, International Conference on (2006)
Auckland, New Zealand
Dec. 13, 2006 to Dec. 15, 2006
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/HIS.2006.33
A.A.A. Esmin , UFLA, Brazil
G. Lambert-Torres , UNIFEI, Brazil
G.B. Alvarenga , UFLA, Brazil
This paper presents a hybrid evolutionary algorithm based on Particle Swarm Optimization (PSO) and Genetic Algorithms (GAs). The main idea is to integrate PSO with GA mutation method. Simulations for a series of benchmark test functions show that the hybrid proposed method possess better ability to find the global optimum than the standard PSO algorithm.
A. Esmin, G. Lambert-Torres and G. Alvarenga, "Hybrid Evolutionary Algorithm Based on PSO and GA Mutation," 2006 Sixth International Conference on Hybrid Intelligent Systems(HIS), Rio de Janeiro, Brazil, 2006, pp. 57.