A fuzzy due-date bargainer for the make-to-order manufacturing systems

被引:20
|
作者
Wang, DW [1 ]
Fang, SC
Hodgson, TJ
机构
[1] Northeastern Univ, Dept Automat Control, Shenyang 110006, Peoples R China
[2] N Carolina State Univ, Dept Ind Engn & Operat Res, Raleigh, NC 27695 USA
关键词
branch-and-bound; due-date assignment; fuzzy optimization; just-in-time (JIT); MRP-II; production planning;
D O I
10.1109/5326.704596
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For a make-to-order manufacturing system, the uncertainty and flexibility of the due dates required by customers and the production capacity owned by the manufacturer can be modeled in a fuzzy environment. In this paper, a combined due-date assignment and production planning methodology for the make-to-order manufacturing systems is developed. The fuzzy approach determines the optimal due dates for the manufacturer based upon a "rough-cut" resource balance, while a customer can request earlier due dates by paying a higher price to cover the extra manufacturing cost incurred. The resulting fuzzy due-date bargainer is exercised using manufacturing resource planning (MRP-II) data from a furniture manufacturing company. Experimental results indicate its potential as a useful tool for real applications.
引用
收藏
页码:492 / 497
页数:6
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