TY - GEN
T1 - Application of a hybrid particle swarm optimization algorithm to dynamic holon reconfiguring problem
AU - Fuqing, Zhao
AU - Yi, Hong
AU - Dongmei, Yu
AU - Qiuyu, Zhang
AU - Yahong, Yang
PY - 2006
Y1 - 2006
N2 - In this paper, dynamic re-configuration and task optimization of (HMS) model is put forward. The concept of dynamic virtual clustering is extended to the control process of a holarchy or holonic organization. A taskoriented clustering mechanism and a corresponding optimization algorithm are presented as an efficient approach to the holonic control in HMS domain. A Hybrid Algorithm Based on PSO for Holon task allocation is described to support the optimum organization of a holarchy. Convergence property of PSO is analyzed to guide the parameter selection of it. The simulation results show that the proposed model and algorithm are effective.
AB - In this paper, dynamic re-configuration and task optimization of (HMS) model is put forward. The concept of dynamic virtual clustering is extended to the control process of a holarchy or holonic organization. A taskoriented clustering mechanism and a corresponding optimization algorithm are presented as an efficient approach to the holonic control in HMS domain. A Hybrid Algorithm Based on PSO for Holon task allocation is described to support the optimum organization of a holarchy. Convergence property of PSO is analyzed to guide the parameter selection of it. The simulation results show that the proposed model and algorithm are effective.
KW - Dynamic holon reconfiguration
KW - Holonic manufacturing system
KW - Particle swarm optimization
UR - http://www.scopus.com/inward/record.url?scp=38649112923&partnerID=8YFLogxK
U2 - 10.1109/SPCA.2006.297610
DO - 10.1109/SPCA.2006.297610
M3 - 会议稿件
AN - SCOPUS:38649112923
SN - 1424403251
SN - 9781424403257
T3 - SPCA 2006: 2006 First International Symposium on Pervasive Computing and Applications, Proceedings
SP - 416
EP - 421
BT - SPCA 2006
PB - IEEE Computer Society
T2 - SPCA 2006: 2006 1st International Symposium on Pervasive Computing and Applications
Y2 - 3 August 2006 through 5 August 2006
ER -