Title :
The Research on Wasp Agent-based Resource Allocation for Distributed and Autonomous Manufacturing Entities
Author :
Zhi-ying, ZHANG ; Kai, KANG ; Zi-jun, ZHANG ; Yun-feng, WANG
Author_Institution :
Hebei Univ. of Technol., Tianjin
Abstract :
The network organization paradigm is gaining a growing importance in manufacturing as an instrument to help companies face the rapid challenges from market. In this paper, we view the node of network organization as autonomous manufacturing entities from different organization. We focus specially on the problem of resource allocation for the autonomous manufacturing entities to best satisfy order demands. We adopt a new approach which is influenced directly from computational model of how wasp colonies allocate tasks to meet the collective needs of the nest. firstly, our system models each entity in the network organization as a wasp agent and each task as a zone in wasp nest. Secondly, we propose a mechanism of resource allocation and design a method of threshold values updating considering an entity´s capability. Finally, we construct XML-based information communication format between wasp agent and its entity.
Keywords :
XML; computer aided manufacturing; multi-agent systems; resource allocation; XML-based information communication format; autonomous manufacturing entities; network organization paradigm; wasp agent-based resource allocation; Collaboration; Computer networks; Conference management; Engineering management; Intelligent agent; Job shop scheduling; Production; Pulp manufacturing; Resource management; Technology management; XML; manufacturing entities; resource allocation; wasp agent;
Conference_Titel :
Management Science and Engineering, 2007. ICMSE 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-7-88358-080-5
Electronic_ISBN :
978-7-88358-080-5
DOI :
10.1109/ICMSE.2007.4421857