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Route Planning Method and System for Unmanned Surface Vehicles Based on Improved Particle Swarm Optimization

机译:基于改进粒子群算法的无人水面车辆路径规划方法和系统

摘要

The present invention discloses a route planning method and system for unmanned surface vehicles based on improved particle swarm optimization. The method includes: acquiring several positions to be passed by the USV; acquiring an optimal traverse route of the USV by the iterative calculation of several positions to be passed by the USV based on the improved particle swarm optimization; wherein, the improved particle swarm optimization is obtained based on the optimization strategies of linearly decreasing inertia weight, adaptive control acceleration coefficient, and random grouping inversion; controlling the USV to move according to the optimal moving route.
机译:本发明公开了一种基于改进的粒子群算法的无人水面车辆路径规划方法和系统。该方法包括:获取USV要通过的几个职位;在改进的粒子群算法的基础上,通过对USV要经过的几个位置进行迭代计算,获得USV的最优遍历路线;其中,基于线性减小惯性权重,自适应控制加速度系数和随机分组反演的优化策略获得改进的粒子群算法。控制USV根据最佳移动路线移动。

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