Portal de Periódicos da CAPES

Genetic Algorithm

2018; Springer Nature; Linguagem: Inglês

10.1007/978-3-319-93025-1_4

1860-9503

Seyedali Mirjalili,

Advanced Multi-Objective Optimization Algorithms

Genetic Algorithm (GA) is one of the first population-based stochastic algorithm proposed in the history. Similar to other EAs, the main operators of GA are selection, crossover, and mutation. This chapter briefly presents this algorithm and applies it to several case studies to observe its performance.