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单目标传播算法

Single-Objective Spreading Algorithm
作者:E.J. Solteiro PiresLuis MendesAntonio M. LopesP.B. de Moura OliveiraJ.A. Tenreiro Machado 加工时间:2014-09-28 信息来源:科技报告(Other) 索取原文[12 页]
关键词:算法;机器人;函数;性能
摘 要:This paper addresses the problem of finding several different solutions with the same optimum performance in single objective real-world engineering problems. In this paper a parallel robot design is proposed. Thereby, this paper presents a genetic algorithm to optimize uni-objective problems with an infinite number of optimal solutions. The algorithm uses the maximin concept and e-dominance to promote diversity over the admissible space. The performance of the proposed algorithm is analyzed with three well-known test functions and a function obtained from practical real-world engineering optimization problems. A spreading analysis is performed showing that the solutions drawn by the algorithm are well dispersed.
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