Optimization of Multi-project in Limited Resources on the Basis of Improved Genetic Algorithm

被引:0
|
作者
Guo, Rong [1 ]
Guo, Weiwei [1 ]
Wang, Wei [1 ]
机构
[1] Xian Technol Univ, Sch Optoelect Engn, Xian 710032, Shaanxi, Peoples R China
关键词
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暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For the optimization of multi project in condition of limited resources, it is very hard to obtain the satisfying computation result by using traditional methods. However, genetic algorithm is better than the traditional optimization methods for the best solution. Basing on the theorem of genetic algorithm and the characteristic of multi project resource optimization, a mathematic model to optimize the MP problem is proposed. Genetic Algorithm and Adaptive Genetic Algorithms are applied for the optimization problem, and the feasibility and efficiency of this method are verified by a case study. Specially, the better solution is obtained when improved Genetic Algorithm is applied for the problem. Therefore, the method has its application value for the resource optimization of multi project management.
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页码:913 / 916
页数:4
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