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Solving a Multiple Objective Linear Program using simulated annealing

用退火模仿解决一个多重客观线性程序

作     者:Sarker, R Newton, C 

作者机构:Univ New S Wales ADFA Sch Comp Sci Operat Res Grp Canberra ACT 2600 Australia 

出 版 物:《ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH》 (亚太运筹学杂志)

年 卷 期:2001年第18卷第1期

页      面:109-120页

核心收录:

学科分类:1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 070104[理学-应用数学] 0701[理学-数学] 

主  题:multiple objectives linear program simulated annealing 

摘      要:Multiple Objective Linear Programs (MOLP) are often used in practice for managerial decision making. There are no well-accepted Operations Research (OR) techniques that can provide optimum solutions for MOLP. This paper reviews some of the popular MOLP techniques currently reported in the literature indicating their advantages and disadvantages. In addition, we investigate the use of simulated annealing for solving a constrained maximization problem with two objectives. The design of the algorithm is presented and experimental experiences are reported. Finally, the requirements of resources for different candidate solutions are discussed in the light of defining the term optimality in multiobjective optimization.

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