Title :
Short-term forecasting based on intentions in multi-agent control
Author :
Valckenaers, Paul ; Kollingbaum, Martin ; Van Brussels, Hendrik ; Bochmann, Olaf
Author_Institution :
Katholieke Univ. Leuven, Heverlee, Belgium
Abstract :
The paper discusses an approach to multiagent coordination and control inspired by the behaviors of social insect societies. It enables an agent-based control architecture where the desired control behavior emerges from the single activities of individual agents without exposing them to the complexity and dynamics of the overall system. The research presented is demonstrated in the manufacturing domain. However, the approach is applicable to other types of "ironware" systems
Keywords :
industrial control; intelligent control; multi-agent systems; social sciences computing; agent-based control architecture; control behavior; ironware systems; manufacturing control; manufacturing domain; multi-agent control; multi-agent coordination; short-term forecasting; social insect societies; stigmergy; Animals; Biological control systems; Control systems; Insects; Job shop scheduling; Patient monitoring; Pulp manufacturing; Robot kinematics; Supply chain management; Technology management;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.973516