Critical phenomena in a collective computation algorithm for combinatorial optimization problems

Critical phenomena in a collective computation algorithm for combinatorial optimization problems

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Article ID: iaor20003005
Country: United Kingdom
Volume: 37
Issue: 11/12
Start Page Number: 213
End Page Number: 223
Publication Date: Jun 1999
Journal: Computers & Mathematics with Applications
Authors: , ,
Keywords: artificial intelligence, programming: travelling salesman
Abstract:

This paper discusses the critical temperature (control parameter) of an annealed neural network, a typical collective computation for combinatorial optimization problems. It is shown that the theoretical critical temperatures determined by our estimation agree with those derived by computational experiments in graph partitioning problems and in the travelling salesman problem.

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