Title :
Minority game: The battle of adaptation, intelligence, cooperation and power
Author :
Eguchi, Akihiro ; Nguyen, Hung
Author_Institution :
Univ. of Arkansas, Fayetteville, AR, USA
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;
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