Make a mathematical model for a multi-population cooperative co-evolution method and analyze it,using the idea of pattern replicator equation in one population genetic algorithmFor some unsolved key problems in co-evolution,such as the evaluation method for the individual,credit assignment for the cooperation among populations and the resulting individual law increase in population, analyze them theoreticallyFinally, show that the result of the mathematical analysis is consistent with Potter's experiment result.