A ‘fuzzy’ approach to facilities lay-out planning

Various approaches to and techniques for facilities lay-out problems are reviewed and a fuzzy set theory based ‘construction’ type heuristic for a block lay-out design problem, formulated using the linguistic variables representing flow, control, process, organization personnel and environmental relationships between facility pairs, is presented. The problem-solving strategy, which consists of procedures for aggregating experts' opinions, the location, selection and placement of facilities, and for evaluating layout, is illustrated with a numerical example. The performance of the ‘fuzzy’ heuristic compares well with the established procedures ALDEP and CORELAP. Areas for further investigation for making the present implementation more effective in dealing with real problems are identified.

[1]  J. W. Gavett,et al.  The Optimal Assignment of Facilities to Locations by Branch and Bound , 1966, Oper. Res..

[2]  F. Hillier,et al.  Quadratic Assignment Problem Algorithms and the Location of Indivisible Facilities , 1966 .

[3]  Jouko J. Seppänen,et al.  Facilities Planning with Graph Theory , 1970 .

[4]  R. H. Hollier,et al.  A REVIEW OF PLANT DESIGN TECHNIQUES , 1970 .

[5]  B. Gillett,et al.  Modular Allocation Technique (MAT) , 1970 .

[6]  Klaus Zoller,et al.  Layout Planning by Computer Simulation , 1972 .

[7]  Tarek M. Khalil,et al.  Facilities relative allocation technique (FRAT) , 1973 .

[8]  James M. Moore,et al.  Computer aided facilities design : An international survey , 1974 .

[9]  Ruddell Reed,et al.  An applied model for the facilities design problem , 1976 .

[10]  James MacGregor Apple Plant Layout and Materials Handling , 1977 .

[11]  D. Robinson,et al.  Graph theoretic heuristics for the plant layout problem , 1978 .

[12]  Lotfi A. Zadeh,et al.  PRUF—a meaning representation language for natural languages , 1978 .

[13]  Meir J. Rosenblatt,et al.  The facilities layout problem: a multi-goal approach , 1979 .

[14]  Didier Dubois,et al.  Fuzzy sets and systems ' . Theory and applications , 2007 .

[15]  S. E. Z. Abdel Barr,et al.  An interactive approach to computer aided facility layout , 1980 .

[16]  Allan S. Carrie Computer-aided layout planning—the way ahead , 1980 .

[17]  Ardavan Nozari,et al.  Computerized facility layout with graph theory , 1981 .

[18]  S. Sahu,et al.  A multigoal heuristic for facilities design problems: MUGHAL , 1982 .

[19]  L. R. Foulds Techniques for Facilities Layout: Deciding which Pairs of Activities Should be Adjacent , 1983 .

[20]  H. Lee Hales Computer-Aided Facilities Planning , 1984 .

[21]  Awni Zebda,et al.  THE INVESTIGATION OF COST VARIANCES: A FUZZY SET THEORY APPROACH* , 1984 .

[22]  Reuven R. Levary,et al.  Facilities layout. A survey of solution procedures , 1985 .

[23]  James F. Cox,et al.  Multiple criteria approach to the facilities layout problem , 1985 .

[24]  Waldemar Karwowski,et al.  Fuzzy concepts in production management research: a review , 1986 .

[25]  L R Foulds,et al.  Drawing a block plan from a REL chart with graph theory and a microcomputer , 1986 .

[26]  Jerzy Grobelny The fuzzy approach to facilities layout problems , 1987 .

[27]  Gary L. Hogg,et al.  A review of graph theory application to the facilities layout problem , 1987 .

[28]  R. L. Kashyap,et al.  Expert System for industrial facilities layout planning and analysis , 1987 .

[29]  M. R. Wilhelm,et al.  A layout design heuristic employing the theory of fuzzy sets , 1987 .

[30]  Jerzy Grobelny,et al.  On one possible fuzzy approach to facilities layout problems , 1987 .

[31]  Adedeji Badiru Expert systems and industrial engineers: a practical guide to a successful partnership , 1988 .

[32]  Jerzy Grobelny,et al.  The ‘linguistic pattern’ method for a workstation layout analysis , 1988 .

[33]  Bay Arinze,et al.  KNOWLEDGE BASED LAYOUT AND MATERIAL HANDLING - A METHODOLOGY FOR KNOWLEDGE BASED DECISION SUPPORT FOR FACILITIES LAYOUT PLANNING , 1989 .

[34]  Akira Tsurushima,et al.  An expert system using priorities for solving multiple-criteria facility layout problems , 1989 .

[35]  Andrew Kusiak,et al.  Machine layout: an optimization and knowledge-based approach , 1990 .