Title :
Research on Realizing the Manufacturing Grid Multi-agent Scheduling of Resources by Using the Fusion Algorithm
Author :
Jubao, Qu ; Hongtao, Liang ; Sheng, Liu
Author_Institution :
Math. & Comput. Dept., Wuyi Univ., Wuyishan, China
Abstract :
The widespread application of manufacturing grid technology has already caused each kind of manufacturing resources which dispersed in the different zones and enterprises, organized effectively, that enables the user to be able to obtain each kind of manufacturing services. But aims in how to discover and schedule the resources fastly and accurately in the complex environment of the manufacturing grid´s macrozonality, the tendency and isomerism, and enabled QoS to achieve the desired effect. This article proposed that using moved Agent in the manufacturing grid, discover the fusion method of the resources fastly, designed the resources optimal goal, improved the heredity ant group algorithm way optimization strategy, might obtain the very good convergence rate and the exact solution after the simulation experiment certificate.
Keywords :
grid computing; manufacturing resources planning; multi-agent systems; optimisation; scheduling; QoS; fusion algorithm; heredity ant group algorithm; manufacturing grid multi-agent scheduling; manufacturing resources; optimization; resource scheduling; Algorithm design and analysis; Heuristic algorithms; Job shop scheduling; Manufacturing; Optimization; Routing; Ant group; Dispatch; Heredity; Manufacturing grid; Multi-Agent;
Conference_Titel :
Information Technology and Applications (IFITA), 2010 International Forum on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-7621-3
Electronic_ISBN :
978-1-4244-7622-0
DOI :
10.1109/IFITA.2010.20