基于分段非线性权重值的Pso算法，最大似然（ML）准则和最大后验概率（MAP）准则，有循环检测，周期性检测。- Based on piecewise nonlinear weight value Pso algorithm, Maximum Likelihood (ML) criteria and maximum a posteriori (MAP) criterion, There are cycle detection, periodic testing.