Journal of Systems Engineering and Electronics ›› 2011, Vol. 33 ›› Issue (8): 1804-1809.doi: 10.3969/j.issn.1001-506X.2011.08.24

• 系统工程 • 上一篇    下一篇

战区装备保障点动态选址决策模型及算法

董鹏1,2,杨超1, 冷静1   

  1. 1. 华中科技大学管理学院, 湖北 武汉 430074; 2. 海军工程大学管理工程系, 湖北 武汉 430033
  • 出版日期:2011-08-15 发布日期:2010-01-03

Dynamic locating decision-making model and arithmetic of war zone equipment support system

DONG Peng1,2,YANG Chao1,LENG Jing1   

  1. 1. School of Management, Huazhong University of Science & Technology, Wuhan 430074, China; 
    2. Deptartment of Management Science, Naval University of Engineering, Wuhan 430033, China
  • Online:2011-08-15 Published:2010-01-03

摘要:

传统的选址决策方法没有考虑需求变化和物价上涨等因素,而在现实情况中这些因素对决策结果的影响很大。针对战区装备保障点动态选址决策问题,建立了相应选址模型,分析了遗传算法、反向传播(Back Propagation, BP)神经网络和模拟退火算法的优缺点,给出了一种基于遗传模拟退火算法的BP算法。最后运用该算法对实例进行了分析计算,计算结果验证了该算法的有效性。

Abstract:

Conventional location decision-making methods do not consider such factors as demand variety and price rising, but these factors quite affect decision-making results in practice. Aiming at the problem of dynamic locating of the war zone equipment support system, a corresponding location model is designed, the virtues and flaws of genetic algorithm, back propagation neural network and annealing algorithm are analyzed, and a BP algorithm based on genetic algorithm and simulated annealing algorithm is provided. Finally, this algorithm is applied to calculate an example, the result verifies the correctness of this algorithm.