Tools of soft computing as applied to the problem of facilities layout planning

Fakhreddine Karray, Essam Zaneldin, Tarek Hegazy, Abdulkarim H.M. Shabeeb, Emad Elbeltagi

Research output: Contribution to journalArticlepeer-review

38 Citations (Scopus)

Abstract

The layout of temporary facilities in a construction site deals with the selection of their most efficient layout in order to operate efficiently and cost effectively. The layout design seeks the best arrangement of facilities within the available area. In the design process of the layout, many objectives must be considered to effectively utilize people resources, equipment, space, and energy. This study proposes a soft-computing-based approach to improve the layout process of facilities. The main objective is on obtaining the closeness relationship values between each pair of facilities in a construction site. To achieve this, an integrated approach, using the fuzzy set theory and genetic algorithms, is used to investigate the layout of temporary facilities in relation with the planned building(s) in a construction site. An example application is presented to illustrate the proposed approach and the results are then discussed along with recommendations for further work. Depending on the importance of relationships among the various facilities in the construction site, this study is expected to provide engineers with an appropriate tool to compare and evaluate different layouts and select the most appropriate and efficient one.

Original languageEnglish
Pages (from-to)367-379
Number of pages13
JournalIEEE Transactions on Fuzzy Systems
Volume8
Issue number4
DOIs
Publication statusPublished - Aug 2000
Externally publishedYes

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computational Theory and Mathematics
  • Artificial Intelligence
  • Applied Mathematics

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