文章基本信息

标题：Genetic algorithm for optimal weapon allocation in multilayer defence scenario
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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