Intelligent Collaborative Decision-Making Optimization Based on MATLAB Simulation

The development of intelligent collaboration is influenced by various factors. Constructing a game model can study the problems of non-complete rationality and long-term dynamic. By organizing the theoretical framework of tripartite games, we can deeply analyze the interaction and game mechanism between different departments within manufacturing enterprises during the process of intelligent development. Setting different parameters provides a theoretical explanation for the internal mechanism of intelligent collaborative development, and then verifies its validity and rationality through MATLAB simulation, and analyzes how parameter changes affect the evolution results and decisionmaking choices. The results indicate that mutual coordination among different departments within manufacturing enterprises is an evolutionarily stable strategy. During the evolution of departmental interaction behaviors, strengthening knowledge engineering capabilities, effectively managing market risks, and reasonably utilizing government subsidies all have a significantly positive impact on the intelligent collaborative development of enterprises.