Title :
An Agent Matching Architecture for Bilateral Contacts in Multi Agent Markets
Author :
Kebriaei, Hamed ; Majd, Vahid J. ; Rahimi-Kian, Ashkan
Author_Institution :
Tarbiat Modares Univ., Tehran
Abstract :
In this paper, an agent matching architecture for bilateral contracts of a multi agent market is proposed. The bilateral market contains a number of sellers and buyers who face opponents for negotiation and signing bilateral contracts. Each agent has a hierarchical representation of trading commodity attributes, where based on that it will create a tree structure of attributes. Using this structure, we apply a modified version of fuzzy similarity algorithm to compute similarity between each pair of buyer and seller agents´ trees. Then, we use game theory and the concept of Stackelberg equilibrium to assess the matchmaking among the seller and buyer agents. Agents who lose contract or want to sign a new contract have a chance to restart the procedure. Through a case study for bilateral contracts in energy market, the applicability of our agent matching architecture is illustrated.
Keywords :
business data processing; fuzzy set theory; multi-agent systems; trees (mathematics); Stackelberg equilibrium; agent matching architecture; bilateral contacts; energy market; fuzzy similarity algorithm; multiagent markets; seller buyer agents; Contacts; Contracts; Control systems; Decision making; Fuzzy sets; Game theory; Intelligent agent; Intelligent control; Supply and demand; Tree data structures;
Conference_Titel :
Intelligent Computer Communication and Processing, 2007 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-1491-8
DOI :
10.1109/ICCP.2007.4352180