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The project of developing software is a comprehensive multiple objective system. In view of the characteristic of software project development process, this article uses the three basic factors-cost, schedule and quality of the software project development as the multi-attribute variable, establishes an integrated optimization model of software project development process based on fuzzy multi-attribute theory. For the tradeoff optimization problem of these three basic factors, the model presents a dynamic multi-objective optimization solution. Using the genetic algorithm we can obtain the most satisfied results. Finally we give an example to verify the model's feasibility and effectiveness. The efficiency of the model is quite high, and the results accord with the practice.