A comparison of dispatching rules and genetic algorithms for job shop schedules of standard hydraulic cylinders

Ikno Kim*, Junzo Watada, Ichiro Shigaki

*この研究の対応する著者

    研究成果: Article査読

    12 被引用数 (Scopus)

    抄録

    Hydraulic cylinders perform straight-line reciprocating movements, and they have been used widely in various forms in many different industries. In this paper, we select a sample of the various types of standard hydraulic cylinders. Each cylinder's near-optimal processing time and the processing order of the cylinder's parts are investigated using two different techniques. First, we study typical procedures, known as 'Dispatching Rules', which would be used in a job shop to resolve scheduling problems. Second, we investigate another kind of technique, called 'Genetic Algorithms'. The goal of this paper, we show that efficient scheduling solutions are calculated by using dispatching rules and genetic algorithms for manufacturing standard hydraulic cylinders, and we propose that a way to use dispatching rules in association with genetic algorithms should be considered for resolving job shop scheduling problems.

    本文言語English
    ページ(範囲)121-128
    ページ数8
    ジャーナルSoft Computing
    12
    2
    DOI
    出版ステータスPublished - 2008 1

    ASJC Scopus subject areas

    • 計算力学

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