2012 | OriginalPaper | Buchkapitel
Pointwise Convergence of Discrete Ant System Algorithm
verfasst von : Paweł Rembelski, Witold Kosiński
Erschienen in: Swarm and Evolutionary Computation
Verlag: Springer Berlin Heidelberg
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Discrete Ant System (DAS) algorithm, a modification of classical Ant System algorithm formulated by M. Dorigo, is presented. Definition of optimization problem and a detailed description of component rules of DAS method are given. Then a probabilistic algebraic model of DAS heuristic describing its evolution in terms of Markov chains is presented. The final result in the form of a pointwise convergence of Discrete Ant System algorithm is established.