This article mainly studied the optimization problem of multi-level supply chain production planningamong partners’coordination. It is based on Multi-Level，multi-item Capacitated Lot-Sizing Problem model，andconsidered the constraints of association and constraints of related demand. Lagrangian relaxation algorithm wasused for decomposing the entire supply chain production planning problem into multiple sub-problems. And adaptive distributed algorithm was used for updating the internal prices to coordinate decision of members. It had coordinated and optimized a multi-level supply chain of production problems，also ensured the privacy of all members.The results show that the strategy has superiority in multi-level in supply chain coordination of manufacture planningproblem.