Integrating and accelerating tabu search, simulated annealing, and genetic algorithms

Integrating and accelerating tabu search, simulated annealing, and genetic algorithms

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Article ID: iaor19932392
Country: Switzerland
Volume: 41
Issue: 1/4
Start Page Number: 47
End Page Number: 67
Publication Date: May 1993
Journal: Annals of Operations Research
Authors:
Keywords: optimization: simulated annealing
Abstract:

The paper integrates tabu search, simulated annealing, genetic algorithms, and random restarting. In addition, while simulating the original Markov chain (defined on a state space tailored either to stand-alone simulated annealing or to the hybrid scheme) with the original cooling schedule implicitly, it speeds up both stand-alone simulated annealing and the combination by a factor going to infinity as the number of transitions generated goes to infinity. Beyond this, speedup nearly linear in the number of independent parallel processors often can be expected.

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