An evolutionary optimization-learning hybrid algorithm for energy resource management

Rui Qi, Ya-Hui Jia, Wei-Neng Chen, Ying Bi, Yi Mei

Abstract: Highlights•An evolutionary optimization-learning hybrid algorithm is proposed.•An optimization-learning hybrid encoding scheme is designed.•In the optimization part, a small storage devices integration strategy is designed to reduce the dimensions.•In the learning part, a genetic programming algorithm is adopted to learn state allocation rules.