关键词: 共享制造平台, 双边匹配, 依赖关系, 粒子群算法

Abstract: To comprehensively consider the satisfaction of supply and demand participants and enhance the efficiency of matching on a shared manufacturing platform,a matching model was developed based on the dependencies between suppliers and demanders.By constructing a collaborative network among suppliers and a competitive network among demanders,satisfaction levels within the supplier group and within the demander group were calculated.Additionally,multiple attributes of the enterprises were factored in to determine the satisfaction between supply and demand sides.Aimed to maximize the commission of the sharing manufacturing platform,the internal satisfaction of the supplier and the demand side,and the satisfaction between supply and demand,a matching model of supply and demand for shared manufacturing was built.The optimal matching scheme was obtained by solving the model with an improved non-dominated particle swarm algorithm and a weighted TOPSIS method.Finally,an example was provided to verify the feasibility and effectiveness of the proposed model.

Key words: shared manufacturing platform, bilateral matching, dependency relationship, particle swarm optimization