可重入机器人单元循环调度问题的离散差分进化算法

Shibohua Zhang, Pengyu Yan, A. Che
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引用次数: 2

摘要

本文研究了具有可重新进入工作站的机器人单元的循环调度问题,其中部件访问不止一次。对于给定机器人运动序列的问题,我们提出了一个解析模型。然后将问题转移到寻找机器人的运动序列,以最小化周期时间。提出了一种高效的离散微分进化算法来搜索机器人的近最优运动序列。我们将机器人运动的排列编码为个体的染色体,并提出了一种修改的突变和交叉操作来产生新的个体。通过数值算例对该算法进行了验证。
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A discrete differential evolution algorithm for cyclic scheduling problem in re-entrant robotic cells
This paper addresses cyclic scheduling in robotic cells with re-entrant workstations which parts visit more than once. We present an analytical model for the problem with a given robot move sequence. Then the problem is transferred to find a robot move sequence to minimize the cycle time. An efficient discrete differential evolution (DDE) algorithm is presented to search a near-optimal robot move sequence. We encode the permutation of the robot moves as the chromosome of the individual and propose a modified mutation and crossover operations to generate the new individual. Our DDE algorithm is tested by a numerical instance.
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