A decision support system for fuzzy multi-attribute selection of material handling equipments

被引:156
作者
Kulak, O [1 ]
机构
[1] Pamukkale Univ, Dept Ind Engn, Kinikli, Denizli, Turkey
关键词
material handling equipment; expert system; fuzzy sets; information axiom;
D O I
10.1016/j.eswa.2005.04.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Effective use of labor, providing system flexibility, increasing productivity, decreasing lead times and costs are some of the most important factors influencing selection of material handling equipment. In this study, a decision support system (FUNIAHES: fuzzy multi-attribute material handling equipment selection) considering these factors for material handling equipment selection is developed. FUMAHES consists of a database, a rule-based system and multi-attribute decision making modules. This database includes detailed data about equipment types and their properties. The rule-based system module provides rules, which are utilized by inference engine for determining the most proper material handling equipment type. Ultimately, a final decision is made for the most proper equipment among the alternatives of the same type using the information axiom of axiomatic design principles. Evaluation of alternatives is made for the cases of both complete and incomplete information. This paper also introduces a fuzzy information axiom approach and uses it in the selection of material handling equipment in a real case. (C) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:310 / 319
页数:10
相关论文
共 26 条
[1]  
[Anonymous], 1990, PRINCIPLES DESIGN
[2]  
[Anonymous], 1994, BOSTOM EUA
[3]   Axiomatic design of flexible manufacturing systems [J].
Babic, B .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1999, 37 (05) :1159-1173
[4]   Determining the importance weights for the design requirements in the house of quality using the fuzzy analytic network approach [J].
Büyüközkan, G ;
Ertay, T ;
Kahraman, C ;
Ruan, D .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2004, 19 (05) :443-461
[5]   Integration of expert system with analytic hierarchy process for the design of material handling equipment selection system [J].
Chan, FTS ;
Ip, RWL ;
Lau, H .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2001, 116 (2-3) :137-145
[6]   Knowledge-based support for simulation analysis of manufacturing cells [J].
Chen, SJ ;
Chen, LC ;
Lin, L .
COMPUTERS IN INDUSTRY, 2001, 44 (01) :33-49
[7]   ADVISER - A COMPUTER-AIDED MATERIAL HANDLING EQUIPMENT SELECTION SYSTEM [J].
CHU, HK ;
EGBELU, PJ ;
WU, CT .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1995, 33 (12) :3311-3329
[8]  
de Boer L., 1998, EUROPEAN J PURCHASIN, V4, P109, DOI DOI 10.1016/S0969-7012(97)00034-8
[9]   Inter-company comparison using modified TOPSIS with objective weights [J].
Deng, H ;
Yeh, CH ;
Willis, RJ .
COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (10) :963-973
[10]   MATHES - AN EXPERT SYSTEM FOR MATERIAL HANDLING EQUIPMENT SELECTION [J].
FISHER, EL ;
FARBER, JB ;
KAY, MG .
ENGINEERING COSTS AND PRODUCTION ECONOMICS, 1988, 14 (04) :297-310