RETRACTED: Improved differential evolution algorithm for solving WTA problem (Retracted Article)

被引：2
|
作者：
Song Weidong [1 ]
Zhao Chengwang [1 ]
Huo Junxiu [2 ]
机构：
[1] Shijiazhuang Mech Engn Coll, 97 W Heping Rd, Shijiazhuang 050003, Peoples R China
[2] Artillery Command Acad, Dept 3, Langfang, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011 | 2011年 / 11卷
关键词：
WTA; differential evolution; across; aberrance;
D O I：
10.1016/j.egypro.2011.10.401
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
Weapon-Target Assignment problem (WTA) is a Nonlinear Programming problem and complicated. Using improved Differential Evolution (DE) algorithm to solve WTA problems is proposed. To avoid drawbacks of basic DE for solving optimal problem, such as being subject to falling into local optimization and unfitting to solve questions that is un-continuous, a new coding way of original swarm is established, which reduced the solution space. Furthermore, some improvement in the aberrance and intercross of standard DE was made to make it applicable to WTA. Simulation results demonstrate that the algorithm can converge to the ideal steady state with high speed and provide practical solutions, especially when the scale of WTA problem is big. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the Organizers of 2011 International Conference on Energy and Environmental Science.
引用
收藏
页码：1348 / 1353
页数：6
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