Aspiration Based Simulated Annealing Algorithm |
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| Authors: | M M Ali C Storey |
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| Institution: | (1) Research Fellow, Department of Computer Science, Åbo Akademi University, Turku, Finland;(2) Department of Mathematical Sciences, DeMontfort University, The Gateway, Leicester, U.K |
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| Abstract: | An aspiration based simulated annealing algorithm for continuousvariables has been proposed. The new algorithm is similar to the one givenby Dekkers and Aarts (1991) except that a kind of memory is introduced intothe procedure with a self-regulatory mechanism. The algorithm has beenapplied to a set of standard global optimization problems and a number ofmore difficult, complex, practical problems and its performance comparedwith that of the algorithm of Dekkers and Aarts (1991). The new algorithmappears to offer a useful alternative to some of the currently availablestochastic algorithms for global optimization. |
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| Keywords: | Global optimization continuous variables aspiration value simulated annealing stochastic |
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