Population optimization algorithms: ElectroMagnetism-like algorithm (ЕМ)
by
, 05-24-2023 at 02:31 AM (264 Views)
more...Over the past few decades, researchers around the world have come up with many metaheuristic search methods to solve complex global optimization problems and ways to improve them.
The ElectroMagnetism-like (ЕМ) algorithm is a relatively new metaheuristic search algorithm based on the simulation of the behavior of electromagnetic particles in physical space, first introduced by I. Birbil and S.С. Fang in 2003. It is described as an evolutionary algorithm with random noise and a population based on the electromagnetic force of the interaction between charged particles.
This algorithm is inspired by the mechanism of attraction and repulsion of charges in the theory of electromagnetism for solving non-linear optimization problems without restrictions in a continuous domain. Due to its ability to solve complex global optimization problems, EM is widely used as an optimization tool in many areas.