Optimization of femtosecond fiber laser pulses with selected machine-learning algorithms

Abstract

We investigate the possibility of optimization of ultrashort laser pulses by spectral phase modulation using machine learning algorithms. We compare the efficiency of two algorithms: Grey Wolf Optimizer and Genetic Algorithm.