Monograph - 2021
|
Monograph Information
Title
Safety and Reliability of Systems and Processes Summer Safety and Reliability Seminar 2021
Editors
Kołowrocki Krzysztof, Poland
Bogalecka Magdalena, Poland
Dąbrowska Ewa, Poland
Torbicki Mateusz, Poland
Publisher
Gdynia Maritime University, 2021
ISBN 978-83-7421-354-7 (printed)
e-ISBN 978-83-7421-355-4 (eBook)
DOI: 10.26408/srsp-2021
Language
English
Licence
|
Multi-objective evolutionary algorithms and some of their applications in reliability
COELLO COELLO Carlos A. 1 ,
CASTILLO TAPIA Ma Guadalupe 2
1 CINVESTAV-IPN, Mexico City, Mexico, ccoello(at)cs.cinvestav.mx
2 UAM Azcapotzalco, Mexico City, Mexico, mgct(at)azc.uam.mx
DOI: 10.26408/srsp-2021-04
ABSTRACT: Multi-objective optimization has become increasingly important, mainly because many real-world prob-lems are multi-objective in nature. The complexity of many of such problems has made necessary the use of metaheuristics. From them, the use of multi-objective evolutionary algorithms has become very popular mainly because of their ease of use and flexibility. In this chapter, we provide a short review of multi-objective evolutionary algorithms and some of their applications in reliability. In the final part of the chapter, some possible paths for future research in this area are also discussed.
KEYWORDS: multi-objective optimization, evolutionary algorithms, metaheuristics
To cite this chapter:
Coello Coello C.A., Castillo Tapia M.G. 2021. Multi-objective evolutionary algorithms and some of their applications in reliability. In K. Kołowrocki et al. (Eds.), Safety and Reliability of Systems and Processes, Summer Safety and Reliability Seminar 2021. Gdynia Maritime University, Gdynia, 45-57, doi:10.26408/srsp-2021-04.