A method provided by the invention is an intelligent warehousing management and control optimization method based on the game theory in a complex scene. A satisfactory optimization degree can be obtained under the condition of centralized tasks in a complex scene. The method can be widely applied to the optimization of warehousing strategies in various scenes based on a robot transport vehicle, the inventory management based on commodity purchase and sale data, the realization of intelligent management, and the warehouse daily management business such as warehousing-in/out and material inventory. Multi-objective strategy combination optimization is carried out based on the inventory management data and the game theory, and operation instructions are provided by an information system. The labor intensity of workers is reduced. The efficiency of warehousing is improved. The execution equipment in the warehouse is reduced. The flexibility of warehouse operation is improved. It is hoped that intelligent management and optimal scheduling of warehousing can be realized and a scientific decision-making basis can be provided for intelligent logistics management.