A scheduling holon model with time Petri net and its solution with a novel PSO-GA algorithm

doi:10.1109/WCICA.2006.1714362

CORC > 兰州理工大学 > 兰州理工大学 > 学报编辑部

	A scheduling holon model with time Petri net and its solution with a novel PSO-GA algorithm
	Yao, Yunping 2; Li, Youtang 2; Zhao, Fuqing 2; Yang, Yahong 1
	2006
会议日期	June 21, 2006 - June 23, 2006
会议地点	Dalian, China
关键词	Computer simulation Genetic algorithms Hierarchical systems Optimization Petri nets Problem solving Holonie manufacturing system Particle swarm optimization Time Petri net
卷号	2
DOI	10.1109/WCICA.2006.1714362
页码	6616-6620
英文摘要	Holonie manufacturing is a highly distributed control paradigm based on a kind of autonomous and cooperative entity called "holon". It can both guarantee performance stability, predictability and global optimization of hierarchical control, and provide flexibility and adaptability of heterarchical control. In this paper, A Time Fetri net (TPN) model was proposed to achieve this goal. A TPN represents a set of established contracts among the agents in HMS to fulfill an order.The proposed hybrid particle swarm optimization and genetic algorithm(HPGA) is used to solve the scheduling model which synthesizes the merits in both PSO and GA. It is a simple and yet effective model to handle different kinds of continuous optimization problems. The simulation results of the example show that the methods to scheduling holon are effective for fulfilling the scheduling problem is feasible. © 2006 IEEE.
会议录	Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
会议录出版者	Institute of Electrical and Electronics Engineers Inc., 445 Hoes Lane / P.O. Box 1331, Piscataway, NJ 08855-1331, United States
语种	英语
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/116988]
专题	学报编辑部机电工程学院土木工程学院国际合作处（港澳台办）
作者单位	1.School of Civil Engineering, Lanzhou University of Technology, Lanzhou, Gansu, 730050, China 2.School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, Gansu, 730050, China;
推荐引用方式 GB/T 7714	Yao, Yunping,Li, Youtang,Zhao, Fuqing,et al. A scheduling holon model with time Petri net and its solution with a novel PSO-GA algorithm[C]. 见:. Dalian, China. June 21, 2006 - June 23, 2006.