Details

Autor(en) / Beteiligte

• Katoch, Sourabh
• Chauhan, Sumit Singh
• Kumar, Vijay

Titel

A review on genetic algorithm: past, present, and future

Ist Teil von

• Multimedia tools and applications, 2021-02, Vol.80 (5), p.8091-8126

Ort / Verlag

New York: Springer US

Erscheinungsjahr

2021

Link zum Volltext

Quelle

SpringerLink

Beschreibungen/Notizen

• In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic algorithms of great interest in research community are selected for analysis. This review will help the new and demanding researchers to provide the wider vision of genetic algorithms. The well-known algorithms and their implementation are presented with their pros and cons. The genetic operators and their usages are discussed with the aim of facilitating new researchers. The different research domains involved in genetic algorithms are covered. The future research directions in the area of genetic operators, fitness function and hybrid algorithms are discussed. This structured review will be helpful for research and graduate teaching.