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A new estimation of distribution algorithm based on learning automata

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2 Author(s)
Rastegar, R. ; Dept. of Comput. Eng. & IT, Amirkabir Univ. of Technol., Tehran, Iran ; Meybodi, M.R.

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.

Published in:

Evolutionary Computation, 2005. The 2005 IEEE Congress on  (Volume:3 )

Date of Conference:

2-5 Sept. 2005