DocumentCode
349554
Title
A novel architecture for resource allocation and task execution among autonomous teams
Author
Moody, John ; Szczerba, Robert
Author_Institution
Lockheed Martin Fed. Syst., Owego, NY, USA
Volume
1
fYear
1999
fDate
1999
Firstpage
22
Abstract
We present a novel architecture that supports autonomous planning, resource allocation, and task execution for teams of independent entities operating in dynamic, changing environments. A scalable, distributed network of modular team task descriptions and resource dependencies is created and managed in real time. Initially teams are composed of units possessing resource and/or potential task execution assets. Automatic synthesis techniques are employed to create feasible inter-team links of dependency among tasks and resources. This step provides a framework for goal-directed decision making and task planning by human-managed or cybernetic reasoning systems. New higher level cooperating teams arise as an emergent phenomenon of these processes. The scalability and distributed nature of the architecture allows the network to be dynamically modified as tasks are accomplished, goals shift, and new environmental conditions are encountered. The architecture has a wide range of applications in the areas of logistics, flexible manufacturing, process control, autonomous distributed robotics, economics, or any area in which resources are produced and consumed in the goal-directed execution of tasks
Keywords
operations research; planning (artificial intelligence); resource allocation; architecture; automatic synthesis techniques; autonomous distributed robotics; autonomous planning; autonomous teams; cooperating teams; cybernetic reasoning systems; dynamic changing environments; economics; flexible manufacturing; goal-directed decision making; goal-directed task execution; human-managed reasoning systems; inter-team links; logistics; process control; resource allocation; scalable distributed modular team task description network; scalable distributed resource dependency network; task execution; Cybernetics; Decision making; Emergent phenomena; Flexible manufacturing systems; Logistics; Manufacturing processes; Network synthesis; Process control; Resource management; Scalability;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.814035
Filename
814035
Link To Document