基于改进遗传算法的反舰导弹航路规划模型研究

针对传统遗传算法在进行复杂的大范围优化问题时容易陷入局部最优和收敛速度慢的局限,提出采用基于混沌的遗传算法进行反舰导弹航路优化问题的求解。在遗传算法操作时加入混沌操作,扩大了搜索范围,提高了优化速度,有效地解决了解空间巨大带来遗传算法的上述局限性。

Research on Route Programming of Anti-Ship Missile Based on Improved Genetic Algorithm

As genetic algorithm has limitation in convergence rate and easily gets into partial optimization in complex optimization problem,this paper proposes solution for anti-ship missile route programming problem with genetic algorithm based on chaos.Through putting chaos operation into genetic algorithm,iIt enlarges search scope,improves the rate of optimizing and effectively solves the limitation of genetic algorithm which has mentioned above.