DocumentCode
2857569
Title
Pheromone-Based Coordination and Control for Task Allocation
Author
Wang, Lei ; Tang, Dun-Bing ; Yuan, Wei-Dong ; Gu, Wen-Bin ; Tang, Ding-Shan
Author_Institution
Coll. of Mech. & Electr. Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear
2009
fDate
19-20 Dec. 2009
Firstpage
1
Lastpage
4
Abstract
A coordination and control approach for task allocation is proposed in this paper, aimed at handling static task allocation and dynamic changes and disturbances. This coordination and control approach uses an indirect coordination mechanism, called pheromone, which comes from the collective behavior of ant colonies for food foraging. This approach has the capacity for task allocation model to automatically find efficient routing paths for processing tasks and reduce communication overhead, which exists in contract net protocol, in shop floor control system. An example confirms that a pheromone-based coordination mechanism has an excellent allocation performance in a static environment, and good adaptability to disturbances in shop floor.
Keywords
manufacturing systems; optimisation; resource allocation; ant colonies; contract net protocol; food foraging; indirect coordination mechanism; manufacturing systems; pheromone-based coordination; routing paths; shop floor control system; task allocation control; Aerodynamics; Ant colony optimization; Automatic control; Centralized control; Communication system control; Control systems; Educational institutions; Insects; Manufacturing systems; Production systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4994-1
Type
conf
DOI
10.1109/ICIECS.2009.5365803
Filename
5365803
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