Fuzzy bin packing problem

被引:5
|
作者
Kim, JK
Lee-Kwang, H
Yoo, SW
机构
[1] Korea Adv Inst Sci & Technol, Dept Comp Sci, CAIR, Taejon 305701, South Korea
[2] Ajou Univ, Suwon 441749, South Korea
关键词
triangular fuzzy number; quadratic function; bin packing problem; scheduling;
D O I
10.1016/S0165-0114(99)00073-1
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper deals with the fuzzy bin packing problem that is a packing problem of non-rigid rectangles into an open rectangular bin. This problem is different from the conventional bin packing problem, which considers only rigid rectangles. The goal of the fuzzy bin packing problem is to minimize both the height of a packing and the extra cost due to the reduction of each piece. The total cost of the problem is represented as the sum of the height cost and the extra cost due to reductions of the pieces, which is called reduction cost. Because the conventional bin packing problem itself is an NP-hard problem, the presented optimization method assumes that an initial packing for non-reduced pieces has already been found. A closed form solution is presented for fuzzy bin packing problems, in which fuzzy numbers are triangular and the reduction cost is given by a quadratic function. (C) 2001 Elsevier Science B.V. All rights reserved.
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页码:429 / 434
页数:6
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