A force-directed heuristics for the facility layout problem: Relative location search using the chaos force-directed model

Research output: Contribution to journalArticle

Abstract

In this paper, we present a new heuristics for the facility layout problem (FLP), It is known that the FLP can be solved to optimality via mixed integer programming (MIP). The largest problem that has been solved to optimality to date, however, contains only eleven departments, and thus, is not applicable to typical problems where there are many more departments. In this paper, we developed a new force-directed model that enables us to develop good relative locations of departments very quickly by exploiting the special structure of the problem. We used the chaos characteristics of the force-directed model used in the algorithm so that they do not become stuck as a result of the local optima. We use this relative position to formulate the FLP as linear programming. In the computational experiments, we tested our proposed method against several well-known benchmark data sets. Our algorithm shows better or equal cost performance in most of them, and also finishes the computations much faster.

Original languageEnglish
Pages (from-to)145-156
Number of pages12
JournalJournal of Japan Industrial Management Association
Volume64
Issue number2
Publication statusPublished - 2013 Jan 1

Keywords

  • Facility layout problem
  • Metaheuristics

ASJC Scopus subject areas

  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering
  • Applied Mathematics

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