A hybrid method of biological computation and genetic algorithms for resolving process-focused scheduling problems

Ikno Kim, Junzo Watada

    研究成果: Conference contribution

    抜粋

    A huge number of different product types are managed through various processes in facilities with different approaches to scheduling. In this paper, we concentrate mainly on process-focused facilities. Sample groups of such facilities and processes were selected: its orders and times were investigated using both biological computation and genetic algorithms. First, biological computation was used to determine practical schedules. Second, genetic algorithms were used to identify which of the schedules determined by biological computation worked best. Here, we examine how combining these methods can be applied to solving process-focused scheduling problems.

    元の言語English
    ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    ページ159-165
    ページ数7
    5712 LNAI
    エディションPART 2
    DOI
    出版物ステータスPublished - 2009
    イベント13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009 - Santiago
    継続期間: 2009 9 282009 9 30

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    番号PART 2
    5712 LNAI
    ISSN(印刷物)03029743
    ISSN(電子版)16113349

    Other

    Other13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009
    Santiago
    期間09/9/2809/9/30

      フィンガープリント

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

    これを引用

    Kim, I., & Watada, J. (2009). A hybrid method of biological computation and genetic algorithms for resolving process-focused scheduling problems. : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (PART 2 版, 巻 5712 LNAI, pp. 159-165). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 5712 LNAI, 番号 PART 2). https://doi.org/10.1007/978-3-642-04592-9_20