Genetic algorithm for optimal weapon allocation in multilayer defence scenario

Defence Science Journal

Aparna Malhotra¹  R. K. Jain² 

[1] Institute for Systems Studies & Analyses, Delhi;Institute for systems Studies & Analyses, Delhi

关键词: Heuristic optimisation technique;    Genetic algorithm;    Stochastic algorithm;    Neural network;    Weapon deployment;   

DOI  :  

学科分类：社会科学、人文和艺术（综合）

来源: Defence Scientific Information & Documentation Centre

【 摘 要 】

Several heuristic optimisation techniqueshave been studied in the past to determine the most effective mix ofweapons and their allocation to enemy targets in a multilayer defencescenario. This paper discusses a genetic algorithm approach to arrive atimproved solutions with reduced computational time. The most importantaspect of the new approach is the mapping of the nonlinear optimisationproblem into a discrete problem. The results demonstrate that if theproblem mapping is correct, even a primitive algorithm can yield highquality results to a complex optimisation problem.

【 授权许可】

Unknown