Evolutionary Algorithm - What are the most common evolutionary algorithms?

This method of heuristics gives the vectors in a single iteration if the search space is of low order. Genetic algorithm (GA) [49] is the most widely used evolutionary procedure which stands on the concept of natural selection since its development in 1975 by John Holland [50,51].