Title :
A novel approach to determine cell formation, cell layout, and intracellular machine layout
Author :
Chin-Chih Chang ; Tai-Hsi Wu
Author_Institution :
Dept. of Inf. Manage., Jen-Teh Junior Coll. of Med., Nursing & Manage., Miaoli, Taiwan
Abstract :
Formation of manufacturing cell, determination of cell layout and intracellular machine layout are three basic steps in the design of cellular manufacturing system (CMS). However, cell formation problem and cell layout problem are NP-hard combinational problems. It is difficult to obtain optimal solutions in an acceptable length of time, especially for large-sized problems. This paper proposes a novel approach, water flow-like algorithm (WFA), to tackle this problem. When compared with the mathematical programming approach which took one hour to solve problem, the proposed algorithm is able to produce optimal solution in less than one second. This shows that the proposed approach is extremely effective and efficient.
Keywords :
cellular manufacturing; combinatorial mathematics; design engineering; optimisation; CMS design; NP-hard combinational problems; WFA algorithm; cell formation problem; cellular manufacturing system design; intracellular machine layout; manufacturing cell formation problem; optimal solutions; water flow-like algorithm; cell formation; cell layout; intracellular machine layout; water flow-like algorithm;
Conference_Titel :
Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0876-2