RIME: A physics-based optimization.

•A novel global optimization algorithm, rime optimization algorithm (RIME), is proposed.•RIME simulates the growth and crossover behavior of the rime-particle population.•The performance of RIME is adequately discussed based on benchmark functions.•RIME has better convergence accuracy and speed compared to other methods.•RIME is applied to solving five practical engineering optimization problems.