Research and Empirical Analysis of Supply Chain Integration Dynamic Model and Control in Supply Side

In the context of the new normal economy, the supply-side reform has become the main idea of a macroeconomic policy that stimulates economic growth. The economic development patterns of all enterprises need to be improved in the context of supply-side reform. One of the most important issues is the change in the supply chain of enterprises. In the supply chain, the integrated model problem of supply, manufacture, and sales is the most important research area in the supply chain. In this paper, an integrated model including suppliers, manufacturers, and distributors is established. This model contains linear equation of state and neural network nonlinear model. This paper presents the objective function and constraints of the supply chain, such as inventory cost, supply cost, production level and so on. For the integration model of supply chain, the simulated annealing method was used to optimize and the initial conditions were empirically analyzed on the background of Liaohua Company.