基于MOEA/D的多柔性网联合组网参数优化设计

Optimization Design of Joint Flexible Networking Parameters Based on MOEA/D Algorithm

针对柔性网拦截无人机时的多网联合组网问题,提出最大有效拦截面积、与最大有效拦截面积对应的响应时间作为评价联网组合捕获方法性能的评估指标。结合柔性网拦截目标过程中需要考虑的约束条件,基于分解的多目标优化算法对多网联合组合发射参数进行优化设计,引入罚函数以规避网与网之间的触碰缠绕。通过仿真试验获得实际约束条件下两网、四网联合组合发射的配置参数,验证了所提算法的有效性。仿真结果表明该算法能够为柔性网空中开网参数的工程设计提供理论参考。

In order to solve the problem of multi-network combined capturing UAV target by flexible net,the maximum effective intercept area and the corresponding response time were proposed as evaluation indexes.Combined with the constraints that need to be considered in the course of intercepting targets in the flexible network,the multi-target optimization algorithm based on decomposition was used to optimize the combined launching parameters of the multi-network,a penalty function was introduced to avoid the touching and winding between the net and the net.The configuration parameters of two-network and four-network combined transmission under practical constraints were obtained by simulation experiments,and the effectiveness of the proposed algorithm was verified.The simulation results show that the algorithm can provide a theoretical reference for the engineering design of flexible overhead network parameters.