Aiming at the integrated optimization of supply chain in assembly manufacturing enterprises, this paper proposed a multi-stage location inventory model to integrate supplier selection and transportation mode among different levels under stochastic demand. The model selected the suppliers, the location of the assembly plants and the distribution centers, determined the distribution service relationship and transportation mode among facilities, so as to minimize the cost of the whole supply chain network. This paper designed an improved adaptive genetic algorithm based on matrix coding to solve ...