Title :
A Decentralized Negotiation Method for Stable Resource Allocation Based on Symbiotic-Autonomous Decentralized System Concept
Author :
Iijima, Koichiro ; Ikemoto, Yu. ; Fukumoto, Takashi
Author_Institution :
Yokohama Lab., Hitachi, Ltd., Yokohama, Japan
Abstract :
A decentralized negotiation method for use with resource allocation problems has been developed that uses a protocol for resource allocation and an algorithm for resource demand adjustment. The protocol and algorithm are based on and extend FIPA´s standardized Contract Net protocol and the Gale-Shapley algorithm, respectively. The resource allocation results should satisfy operability and fairness. A multi-agent framework is used to achieve fair (envy-free) matching. Each agent makes multiple resource accommodation (exchange) plans and selects resource accommodation partners in accordance with the agent´s ordinal utility function. The feasibility of this method was demonstrated in a simple toy model simulation.
Keywords :
multi-agent systems; resource allocation; Gale-Shapley algorithm; agent ordinal utility function; contract net protocol; decentralized negotiation method; envy-free matching; multi-agent framework; resource accommodation; resource allocation; resource demand adjustment; symbiotic-autonomous decentralized system concept; Cities and towns; Communities; Decision making; Energy consumption; Protocols; Resource management; Symbiosis; Contract Net Protocol; Energy Management System; Gale-Shapley Algorithm; Negotiation Simulation; Resource Allocation; Stable Matching Algorithm;
Conference_Titel :
Autonomous Decentralized Systems (ISADS), 2015 IEEE Twelfth International Symposium on
Conference_Location :
Taichung
Print_ISBN :
978-1-4799-8260-8
DOI :
10.1109/ISADS.2015.41