An alternative method can be applied to overcome this serious issue: only one subproblem is solved in low level and updating multipliers in high level immediately.

• 我们采用所谓的序贯子问题求解法（Successive Subproblem Solving）：在底层，每次只求解一个子问题，而保持其它子问题的解固定。