Computational intelligence tools for solving the facilities layout planning problem

Fakhri Karray, Essam Zaneldin, Tarek Hegazy, Abdulkarim Shabeeb, Emad Elbeltagi

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)


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, 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. 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 one.

Original languageEnglish
Article number876964
Pages (from-to)3954-3958
Number of pages5
JournalProceedings of the American Control Conference
Publication statusPublished - 2000
Externally publishedYes

ASJC Scopus subject areas

  • Electrical and Electronic Engineering


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