Title :
Agent-Based Distributed Resource Allocation in Technical Dynamic Systems
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Univ. of Appl. Sci. Ravensburg-Weingarten, Weingarten
Abstract :
Distributed resource allocation is a promising field for the application of multi-agent systems also in technical or industrial environments. The design of the multi-agent system then mainly comprises the definition of the agents´ local knowledge and behavior as well as the definition of an interaction protocol for overall coordination. Most solutions of agent-based resource allocation however exist in static or discrete-event systems while the allocation of resources to continuous dynamic systems is hardly addressed. In order to derive the local and the interaction behavior of the agents, we refer to a mathematical formulation of the resource allocation problem as an optimization problem. Based on a market-like coordination scheme, a new agent-based solution for the allocation of resources to dynamic systems is developed and applied to an example
Keywords :
discrete event systems; distributed processing; multi-agent systems; optimisation; resource allocation; agent-based distributed resource allocation; continuous dynamic systems; discrete-event systems; interaction protocol; multiagent systems; technical dynamic systems; Application software; Automatic control; Computer aided manufacturing; Control systems; Discrete event systems; Large-scale systems; Logistics; Manufacturing automation; Multiagent systems; Resource management;
Conference_Titel :
Distributed Intelligent Systems: Collective Intelligence and Its Applications, 2006. DIS 2006. IEEE Workshop on
Conference_Location :
Prague
Print_ISBN :
0-7695-2589-X