基于遗传算法和模拟退火优化方法的2自由度并联微型机器人工作空间优化

S. Stan, V. Maties, R. Balan
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引用次数: 2

摘要

本文从工作空间优化准则和数值方面,提出了并联机器人的单目标优化设计方法。根据并联机器人的基本性能,提出了一个单目标优化问题。附加的目标函数可用于将所建议的设计过程扩展到更一般但更具体的设计问题。为了使微型并联机器人的工作空间最大化,对其进行了运动学优化。采用遗传算法和模拟退火优化方法进行优化。
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Optimization of workspace of a 2 DOF parallel minirobot using Genetic Algorithms and Simulated Annealing optimization methods
In this paper a mono-objective optimum design procedure for parallel robot is outlined by using optimality criterion of workspace and numerical aspects. A mono- objective optimization problem is formulated by referring to a basic performance of parallel robots. Additional objective functions can be used to extend the proposed design procedure to more general but specific design problems. A kinematic optimization was performed to maximize the workspace of the mini parallel robot. Optimization was performed using genetic algorithms and simulated annealing optimization methods.
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