The Minority Game was introduced to show basic properties of competitive sy
stems with limited common information resources. M. Paczuski and K. E. Bass
ler introduced a Minority Game with personal limited information resources,
where each agent knows the past actions of randomly chosen neighbours [M.
Paczuski, K.E. Bassler, Self-organized Networks of Competing Boolean Agents
(1999)]. They asked whether such a system can show cooperation. In this pa
per we show that agents who are placed in a circle are able to cooperate du
e to self-organization. Furthermore, we introduce a new evolution method to
optimize the cooperation among the agents. (C) 2000 Elsevier Science B.V.
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