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Y. Shi and R. C. Eberhart, “A Modified Particle Swarm Optimizer,” IEEE International con-ference on Evolutionary Computation, Anchorage, 4 - 9 May 1998.

has been cited by the following article:

• TITLE: Using Intelligent Computational Methods for Optimizing Niching Method

  AUTHORS: Mohsen Jahanshahi

  KEYWORDS: PSO, Niching, Genetic Algorithm, Learning Automata

  JOURNAL NAME: International Journal of Intelligence Science, Vol.1 No.1, July 29, 2011

  ABSTRACT: Optimization implies the minimization or maximization of an objective function. Some problems have sev-eral optimum points which all, should be computed. Niching method is presented to do so. However, its efficiency can be improved via combining it with Memetic algorithm. Therefore, in this paper, Memetic method is used to improve this method in terms of convergence rate and diversity. In the proposed methods, genetic algorithm, PSO, and learning automata are used as a local search algorithm of Memetic method. The result of simulations demonstrates that proposed methods are more effective compared with Niching in terms of convergence and diversity.