APPLICATION OF CO-EVOLUTIONARY SYSTEM FOR STRATEGY DEVELOPMENTS OF TEAMS IN THE SAME GENERATION TO TEAM MATCH-UP GAMES

作者：Kushida Jun ichi^*; Nakaoka Iori; Kamei Katsuari; Hoshino Yukinobu

来源：International Journal of Innovative Computing Information and Control, 2009, 5(11A): 3667-3676.

• Coevolution
• Soccer game
• Classifier system
• Coevolutionary system and Team match-up games

In coevolution, two competing species reciprocally drive one another increasing the levels of complexity of tactics and strategies. However, this phenomenon is not only guaranteed, but also the co-evolutionary process may fall into a limit cycle when the same solutions are adopted over and over again by both species. The authors proposed a new co-evolutionary system using a classifier system for strategy developments in match-up games by players in the same generations and applied it to poker games. Consequently, the coevolutionary process of the four players were confirmed and discussed the validity of the system. In this paper, the authors apply the co-evolutionary system to a simplified soccer type game, which had been originally designed by authors, for two teams composed of three agents. First, the co-evolutionary system proposed in our former works is overviewed briefly. Next, an application method of the co-evolutionary system to the simplified soccer type game is described after explanations of the circumstance and rules of the game. Finally, coevolutionary process and developments of strategies of the two tiaras are confirmed through the results of the simplified soccer type game as well as the case of the poker games.

• 出版日期2009-11