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: | Fox Bennett L. |
Keywords: | optimization: simulated annealing |
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.