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  • 标题:Genetic algorithm for optimal weapon allocation in multilayer defence scenario
  • 本地全文:下载
  • 作者:Aparna Malhotra ; R. K. Jain
  • 期刊名称:Defence Science Journal
  • 印刷版ISSN:0976-464X
  • 出版年度:2002
  • 卷号:51
  • 期号:3
  • 页码:285-293
  • DOI:10.14429/dsj.51.2239
  • 语种:English
  • 出版社:Defence Scientific Information & Documentation Centre
  • 摘要:Several heuristic optimisation techniques have been studied in the past to determine the most effective mix of weapons and their allocation to enemy targets in a multilayer defence scenario. This paper discusses a genetic algorithm approach to arrive at improved solutions with reduced computational time. The most important aspect of the new approach is the mapping of the nonlinear optimisation problem into a discrete problem. The results demonstrate that if the problem mapping is correct, even a primitive algorithm can yield high quality results to a complex optimisation problem.
  • 关键词:Heuristic optimisation technique;Genetic algorithm;Stochastic algorithm;Neural network;Weapon deployment
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