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多执行模式资源受限工程调度问题的优化算法
引用本文:刘士新,王梦光,聂义勇.多执行模式资源受限工程调度问题的优化算法[J].系统工程学报,2001,16(1):55-60.
作者姓名:刘士新  王梦光  聂义勇
作者单位:1. 东北大学信息科学与工程学院系统工程研究所,
2. 中国科学院
摘    要:近几年来,模拟退火(SA)和遗传算法(GA)等智能优化方法在求解组俣最优化问题显示出了较强的能力,许多文献报告了它们在这类问题上的应用,有些文献则报告了一些它们的混合算法,然而,定些算法对问题的求解效果因问题的结构不同而有限大差异,它们的成功必须充分结合问题本身的特点,本文针对多执行模式资源受限工程调度问题的特点,设计了一种SA/GA混合算法,利用被普遍应用的标准问题对该算法进行了测试,取得了令人满意的结果。

关 键 词:工程调度  资源限制  多执行模式  优化算法  模拟退火算法  遗传算法
文章编号:1000-5781(2001)01-0055-06
修稿时间:1999年8月27日

Optimization algorithm for solving multi-mode resourceconstrained project scheduling problem
LIU Shi xin ,WANG Meng guang ,NIE Yi yong.Optimization algorithm for solving multi-mode resourceconstrained project scheduling problem[J].Journal of Systems Engineering,2001,16(1):55-60.
Authors:LIU Shi xin  WANG Meng guang  NIE Yi yong
Institution:LIU Shi xin 1,WANG Meng guang 1,NIE Yi yong 2
Abstract:In recent years, the intelligent optimization algorithms such as simulated annealing (SA) and genetic algorithms (GA) have been showing powerful abilities for solving combinatorial optimization problems, many papers reported their applications in such type problems, and some papers reported some hybrid algorithms. However, the effectiveness of the algorithm is very different between different problem characteristics. Their successful design must combine with the problem characteristics. In this paper, we design a SA/GA hybrid algorithm for solving multi mode resource constrained project scheduling problem based on the problem characteristics. Thorough computational study for a standard set of project instances which has been widely used, we obtained some satisfactory results.
Keywords:project scheduling  resource  constrained  multi  mode  SA/GA hybrid algorithm
本文献已被 CNKI 维普 万方数据 等数据库收录!
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