We introduce mixed-integer hybrid differential evolution along with a multiplier updating method, including adaptive penalty parameters (MIHDE-MUMAPP), to solve constrained synthesis problems.

• 为了求解程序合成之限制条件问题，我们提出一种适应处罚参数之乘积子更新于MIHDE法则。