计算机工程与应用2016，Vol.52Issue(13)：248-253,6.DOI:10.3778/j.issn.1002-8331.1511-0188
基于改进SPEA2算法的火力分配问题
Weapon-target assignment based on improved SPEA2 algorithm
冯超 1景小宁 1何贵波1
作者信息
- 1. 空军工程大学 航空航天工程学院,西安 710038
- 折叠
摘要
Abstract
Fire distribution is an important part of the pre-war mission planning. Considering the effects of attack, resource constraints and other conditions, multi-objective mathematical model of fire distribution is established based on the princi-ples which aim at the maximum of attack effectiveness, the minimum of the weapon consumption and its own damage. Focus on the shortcoming of traditional method in solving problems of multi-objective optimization of fire distribution such as bad convergence effects, uneven Pareto front distribution and so on, the neighbor propagation algorithm is intro-duced into SPEA2 algorithm, which improves the diversity maintenance strategy of SPEA2 algorithm and optimizes its performance. Through experimental simulation, the results show that the improved SPEA2 algorithm has properties of good convergence effects and even Pareto front distribution, which proves the rationality of the model and the feasibility of the algorithm.关键词
火力分配/强度Pareto进化算法/多目标优化Key words
weapon-target assignment/Strength Pareto Evolutionary Algorithm 2(SPEA2)/multi-objective optimization分类
信息技术与安全科学引用本文复制引用
冯超,景小宁,何贵波..基于改进SPEA2算法的火力分配问题[J].计算机工程与应用,2016,52(13):248-253,6.
