An integrated synthetic value of fuzzy judgments and nonlinear programming methodology for ranking the facility layout patterns

被引:21
作者
Mohamadghasemi, A. [2 ]
Hadi-Vencheh, A. [1 ]
机构
[1] Islamic Azad Univ, Khorasgan Branch, Dept Math, Esfahan, Iran
[2] Islamic Azad Univ, Zabol Branch, Dept Ind Engn, Zabol, Iran
关键词
Facility layout design problem; Synthetic value of fuzzy judgments; Nonlinear programming; ANALYTIC HIERARCHY; DESIGN; ALGORITHM; OPTIMIZATION; SIMULATION; MODEL;
D O I
10.1016/j.cie.2011.10.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, the goal is to incorporate qualitative criteria in addition to quantitative criteria to facility layout design (FLD) problem. To this end, we present an integrated methodology based on the synthetic value of fuzzy judgments and nonlinear programming (SVFJ-NLP). The facility layout patterns (FLPs) together with their performance measures of total cost of material handling are generated by a computer-aided layout-design tool, CRAFT. Also, the performance measures of second quantitative criterion (construction cost of width walls) are calculated by appraising these FLPs. The SVFJ is then applied to collect the performance measures related to qualitative criteria and finally, a non-linear programming (NLP) model is proposed to solve the FLD. Results obtained from a real case study validate the effectiveness of the proposed model. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:342 / 348
页数:7
相关论文
共 34 条
[1]   An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation [J].
Amin, Saman Hassanzadeh ;
Razmi, Jafar .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) :8639-8648
[2]  
[Anonymous], 1991, Introduction to Fuzzy Arithmetic
[3]   A HEURISTIC ALGORITHM AND SIMULATION APPROACH TO RELATIVE LOCATION OF FACILITIES [J].
ARMOUR, GC ;
BUFFA, ES .
MANAGEMENT SCIENCE, 1963, 9 (02) :294-309
[4]   Facility layout optimization using simulation and genetic algorithms [J].
Azadivar, F ;
Wang, J .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (17) :4369-4383
[5]   An ant colony algorithm for solving budget constrained and unconstrained dynamic facility layout problems [J].
Baykasoglu, A ;
Dereli, T ;
Sabuncu, I .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2006, 34 (04) :385-396
[6]   Quantification of flexibility in advanced manufacturing systems using fuzzy concept [J].
Beskese, A ;
Kahraman, C ;
Irani, Z .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2004, 89 (01) :45-56
[7]  
BUCKLEY JJ, 1985, FUZZY SET SYST, V15, P21, DOI 10.1016/0165-0114(85)90013-2
[8]   LAYOUT DESIGN USING THE ANALYTIC HIERARCHY PROCESS [J].
CAMBRON, KE ;
EVANS, GW .
COMPUTERS & INDUSTRIAL ENGINEERING, 1991, 20 (02) :211-229
[9]   An improved tabu search heuristic for solving facility layout design problems [J].
Chiang, WC ;
Kouvelis, P .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (09) :2565-2585
[10]   A solution to the facility layout problem using simulated annealing [J].
Chwif, L ;
Barretto, MRP ;
Moscato, LA .
COMPUTERS IN INDUSTRY, 1998, 36 (1-2) :125-132