遗传算法在动态对象逻辑功能控制系统综合中的应用

Atiencia Villagomez, J. Miguel, S. Elena
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引用次数: 1

摘要

提出了一种基于网络算子的多准则遗传算法,用于逻辑功能控制系统的综合。该算法设计用于同时寻找两个网络运营商。一个网络算子描述了功能控制系统的多维代数函数。另一个网络运营商描述了子系统逻辑选择的多维逻辑功能。采用了基本解的变分原理。算法包含一个额外的指示向量,该指示向量表示需要对其应用某种变异的基本解。对于最优解的选择,采用秩准则。算法的结果是一个Pareto集合,它由零阶的解组成。给出了四轴飞行器空间轨迹运动逻辑功能控制系统的一个实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Genetic algorithm for the synthesis of logic-functional control system of dynamic object
This paper presents the multi-criteria genetic algorithm for the synthesis of logic-functional control system by the network operator method. The algorithm is designed for the simultaneous finding two network operators. One network operator describes a multidimensional algebraic function for functional control system. Another network operator describes a multidimensional logic function for the subsystem logical choice. Variation principle of the basic solution is used. An algorithm contains an additional indication vector that indicates the basic solution to which it is necessary to apply a certain variation. For the selection of the best solutions rank criterion is used. The result of the algorithm is a Pareto set, which consists of solutions with zero ranks. An example of the logic-functional control system of the quadcopter movement over spatial trajectory is given.
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