Time-homogeneous parallel annealing algorithm: (extended abstract)
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Bibliographische Detailangaben
Beteiligte Personen: Kimura, Kouichi (VerfasserIn), Taki, Kazuo (VerfasserIn)
Format: Buch
Sprache:Englisch
Veröffentlicht: Tokyo, Japan 1991
Schriftenreihe:Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum 998
Schlagwörter:
Abstract:Abstract: "We propose a new parallel simulated annealing algorithm. Each processor maintains one solution and performs the annealing process concurrently at a constant temperature that differs from processor to processor, and the solutions obtained by the processors are exchanged occasionally in some probabilistic way. An appropriate cooling schedule is automatically constructed from the set of temperatures that are assigned to the processors. Thus we can avoid the task of carefully reducing the temperature according to the time, which is essential for the performance of the conventional sequential algorithm
In this paper we propose a scheme of the probabilistic exchange of solutions and justify it from the viewpoint of probability theory. We have applied our algorithm to a graph-partitioning problem. Results of experiments, and comparison with those of the sequential annealing algorithm and the Kernighan-Lin algorithm, are discussed.
Umfang:5 S.
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