A network parallel genetic algorithm for the one machine sequencing problem

A network parallel genetic algorithm for the one machine sequencing problem

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Article ID: iaor2000156
Country: United Kingdom
Volume: 37
Issue: 3
Start Page Number: 71
End Page Number: 78
Publication Date: Feb 1999
Journal: Computers & Mathematics with Applications
Authors:
Keywords: optimization, artificial intelligence
Abstract:

This paper presents a network parallel genetic algorithm for the one machine sequencing problem. It examines a parallel genetic algorithm in which processors exchange their best solution found at periodic intervals and the case when no exchange is performed. The network parallel genetic algorithm is executed on a cluster of IBM RS/6000 workstations using a master–slave approach. Performance to a serial genetic algorithm is reported.

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