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In this paper we introduce an estimation of distribution algorithm based on a team of learning automata. The proposed algorithm is a model based search optimization method that uses a team of learning automata as a probabilistic model of high quality solutions seen in the search process. Simulation results show that the proposed algorithm is a good candidate for solving optimization problems.
Evolutionary Computation, 2005. The 2005 IEEE Congress on (Volume:3 )
Date of Conference: 2-5 Sept. 2005