By applying stochastic control theory, a stochastic control strategy that can reduce the bullwhip effect is designed.

Theory analysis and the result of simulations show that the scheme possess simultaneously both good behavior of servo tracking and stochastic regulation in adaptive control system of our design.

Nonlinear matrix equations arise in areas of control theory, ladder networks, dynamic programming, queueing theory, stochastic filtering and statistics.