Among the various stochastic optimization methods, population-based algorithms inspired by nature are widely acclaimed and preferred. These approaches replicate problem-solving strategies employed by ...

Researchers have used the chimp optimization algorithm to optimize the hyperparameters of five PV power yield prediction machine learning models. This algorithm is based on the cooperative hunting ...

$${min}_{x\in {R}^{n}}=\left\{\begin{array}{c}{C}_{i}(x)=0, i\in E\\ {C}_{i}(x)\le 0, i\in I\end{array}\right.$$ Harris Hawks Optimization in particular, has emerged ...

Researchers have developed a maximum power point tracking algorithm based on the social hierarchy and hunting strategy of grey wolves. When tested under realistic shading conditions, the grey wolf ...