四轴飞行器群交互的综合最优控制*

A. Diveev, O. Hussein
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引用次数: 1

摘要

研究了三个机器人相互作用的最优控制问题。为了解决这一问题,采用了综合最优控制方法。根据该方法,首先求解各机器人控制系统的综合问题;该综合控制系统使机器人在状态空间中相对稳定于某一点。在第二阶段,在状态空间中找到一些稳定点的位置,使得机器人在一定的时间间隔内从一个稳定点切换到另一个稳定点时,以质量准则的最优值将货物从初始位置移动到终端位置。对于综合问题的求解,采用了符号回归方法。描述群体相互作用和障碍的所有阶段约束都作为惩罚函数包含在质量准则中。对于点的位置搜索,采用进化算法粒子群优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Synthesized Optimal Control by Group Interaction of Quadcopters*
The problem of optimal control for interaction of three robots is considered. To solve the problem, the synthesized optimal control method is used. According to this method, firstly the synthesis problem of control system for each robot is solved. The synthesized control system allows to stabilize robot relatively some point in the state space. On the second stage positions of some stabilization points are found in the state space such that at switching these points from one to the next through a set time interval, robots move a cargo from initial position to terminal one with optimal value of quality criterion. For the solution of the synthesis problem the symbolic regression method is used. All phase constraints describing group interaction and obstacles, have included in quality criterion as a penalty functions. For searching positions of the points the evolutionary algorithm particle swarm optimization is used.
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