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蚁群优化算法费洛蒙结构的实验评价:对于机器人皮肤布线问题的应用

Experimental Evaluation of Pheromone Structures for Ant Colony Optimization: Application to the Robot Skin Wiring Problem
作者:Davide AnghinolfiGiorgio CannataFulvio MastrogiovanniCristiano NatteroMassimo Paolucci 作者单位:Department of Informatics Bioengineering, Robotics and Systems Engineering,University of Genoa, Via Opera Pia 13, 16145, Genoa, Italy 加工时间:2014-04-02 信息来源:科技报告(Other) 索取原文[22 页]
关键词:光机电;机器人;费洛蒙结构;皮肤布线
摘 要:The problem of optimally routing the wiring in large-scale modular skins for robots is gaining much attention in the literature. Theoretically, the problem is NP-hard. On the basis of previous work [3], [37], we solve the skin wiring problem using an Ant Colony Optimization approach. In this Chapter, we address the problem of designing a good pheromone structure: we propose five alternatives, which are validated using both real and artificially generated problem instances.
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