Title :
A discrete differential evolution algorithm for cyclic scheduling problem in re-entrant robotic cells
Author :
Shibohua Zhang ; Pengyu Yan ; Che, Ada
Author_Institution :
Sch. of Manage., Northwestern Polytech. Univ., Xi´an, China
Abstract :
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.
Keywords :
control engineering computing; evolutionary computation; industrial robots; materials handling equipment; optimal control; scheduling; DDE algorithm; crossover operations; cyclic scheduling problem; discrete differential evolution algorithm; individual chromosome; mutation operations; near-optimal robot move sequence; numerical instance; reentrant robotic cells; reentrant workstations; robot moves permutation; Algorithm design and analysis; Job shop scheduling; Processor scheduling; Robots; Schedules; Workstations; cyclic scheduling; discrete differential evolution; re-entrant; robotic cell;
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2013 10th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4434-0
DOI :
10.1109/ICSSSM.2013.6602545