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An Enhancing Permutation Algorithm for Laser Antimissile Strategy Optimization

机译:激光反引导策略优化增强置换算法

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This paper deals with a dynamical laser antimissile problem. The laser antimissile system can destroy many targets in a short time, the attacking sequence plays an important role in practical implement. This laser antimissile problem can be seen as a dynamical traveling salesman problem. This paper introduces an enhancing algorithm to solve this problem based on three exchange strategies - the near exchange, the symmetric exchange and the near block exchange. The near exchange strategy searches for a local optimal sequence amongst its neighbors, obtaining a local optimal solution fast. The symmetric exchange will search in a larger region so as to jump out from the local optimal solution. The near block exchange expands the search region. The combination of the three exchange strategies increases the probability of finding the global optimal solution. We consider a case where there are eight attacking targets. The results show that the convergence is very fast and the local optimal solution is, indeed, quite close to the global one.
机译:本文涉及动态激光反弹问题。激光反引导系统可以在短时间内破坏许多目标,攻击序列在实际工具中起重要作用。这种激光反引导问题可以被视为动态旅行的推销员问题。本文介绍了一种基于三个交换策略来解决此问题的增强算法 - 近交换,对称交换和近块交换。近交换策略在其邻居中搜索本地最佳序列,快速获取本地最佳解决方案。对称交换将在更大的区域中搜索,以便从本地最佳解决方案中跳出。近块交换扩展了搜索区域。三个交换策略的组合增加了找到全局最优解决方案的可能性。我们考虑有八个攻击目标的情况。结果表明,收敛非常快,确实是局部最佳解决方案,确实是完全靠近全局的解决方案。

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