DocumentCode
555903
Title
Minority game: The battle of adaptation, intelligence, cooperation and power
Author
Eguchi, Akihiro ; Nguyen, Hung
Author_Institution
Univ. of Arkansas, Fayetteville, AR, USA
fYear
2011
fDate
18-21 Sept. 2011
Firstpage
631
Lastpage
634
Abstract
Minority game is a simulation of a zero-sum game, which has a similar structure to that of a real world market like a currency exchange market. We discuss a way to implement the game and provide a simulation environment with agents that can use various types of strategies to make decisions including genetic algorithms, statistics, and cooperative strategies. The goal of this simulation study is to find the effective strategies for winning the zero-sum game. Results show that both honesty and dishonesty can lead to a player´s success depending on the characteristics of the majority of players.
Keywords
foreign exchange trading; game theory; genetic algorithms; multi-agent systems; cooperative strategies; currency exchange market; decision making; genetic algorithms; minority game; zero-sum game; Arrays; Correlation; Game theory; Games; Genetic algorithms; History; Java;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Systems (FedCSIS), 2011 Federated Conference on
Conference_Location
Szczecin
Print_ISBN
978-1-4577-0041-5
Electronic_ISBN
978-83-60810-35-4
Type
conf
Filename
6078192
Link To Document