同时，为适应实际搜索过程中的复杂非线性情况，采用非线性变化的惯性权重递

At the same time, in order to adapt to the complex nonlinear situation in the actual search process, the non-linear change of the inertial weight decrement method is adopted, so that when the number of iterations in the initial search period is small, it is close to the maximum, and the deceleration rate is slower to maintain a strong overall situation. Search ability: In the later stage of the search, the number of iterations gradually increases, showing a non-linear decline and a faster deceleration rate, so that the search space of the particle is compressed to the neighborhood of the optimal solution, and its local search ability is enhanced. The improved adaptive inertia weight calculation formula is as follows:

At the same time, in order to adapt to the complex nonlinear situation in the actual search process, the inertia weight decreasing method of nonlinear change is adopted, so that the number of iterations in the initial search is small, close to the maximum value, and the deceleration rate of is slow, so as to maintain a strong global search ability; In the later stage of the search, the number of iterations gradually increases, decreases nonlinearly, and the deceleration rate accelerates, which compresses the particle search space to the neighborhood of the optimal solution and enhances its local search ability. The improved adaptive inertia weight calculation formula is as follows:<br>

At the same time, in order to adapt to the complex non-linear situation in the actual search process, the inertia weight decreasing method of non-linear change is adopted, which makes the initial iteration times close to the maximum, and the decreasing rate is slow, so as to maintain a strong global search capability; In the later stage of the search, the number of iterations gradually increases, showing a non-linear decrease and the decreasing rate is accelerated, so that the search space of particles is compressed into the neighborhood of the optimal solution and its local search ability is enhanced. The improved adaptive inertia weight calculation formula is as follows: