In order to research and development of new products, we discuss the evolutionary game of industry university research cooperation under the support of the government. Through government support mechanism, the introduction of the "principal - agent" mechanism between the producer and the academic research side, to encourage the allocation of funds to support. The establishment of the dynamic equation of the reproduction, in the production and research cooperation in the search for evolutionary stable strategy to promote production capacity conversion.