Therefore, this work proposes an adaptive HSA that embeds an adaptive selection mechanism to adaptively select a suitable local search algorithm to be applied.
In the following section, we will develop an adaptive selection approach.
Adaptive pursuit (AP) was introduced as an adaptive selection rule by Thierens [26].
First, an adaptive selection of the sample size for the periodic fitness evaluation of a trial solution based on the fitness variance in its local neighborhood is proposed.
At each generation, based on the current search stage, an adaptive selection method is designed to choose an appropriate DE strategy for evolution.
Leakage signals are decomposed into mode components by VMD, and an adaptive selection method using mutual information is proposed to process these mode components and obtain the sensitive components closely related to the leak.
Moreover, an adaptive selection method for Morlet wavelet parameters is also proposed based on the smoothness index (SI) in the time-scale domain for an optimal time-scale representation of analyzed signal.
We did not argue that biophysical requirements result in either "contingency" or "determinism" under an adaptive selection pressure.
