Integrating and accelerating tabu search,simulated annealing,and genetic algorithms |
| |
Authors: | Bennett L Fox |
| |
Institution: | (1) Department of Mathematics, Campus Box 170, University of Colorado, P.O. Box 173364, 80217-3364 Denver, CO, USA |
| |
Abstract: | We integrate 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, we speed 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.This research was (partially) supported by the Air Force Office of Scientific Research and the Office of Naval Research Contract #F49620-90-C-0033. |
| |
Keywords: | |
本文献已被 SpringerLink 等数据库收录! |
|