Genetic algorithm for optimal weapon allocation in multilayer defence scenario
Keywords: Heuristic optimisation technique, Genetic algorithm, Stochastic algorithm, Neural network, Weapon deployment
AbstractSeveral 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.
How to Cite
Malhotra, A., & Jain, R. (2002). Genetic algorithm for optimal weapon allocation in multilayer defence scenario. Defence Science Journal, 51(3), 285-293. https://doi.org/10.14429/dsj.51.2239
Applied Physics & Fluid Dynamics
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