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1 2021

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Multi-objective evolutionary algorithms and some of their applications in reliability

Coello Coello Carlos A., Castillo Tapia Ma Guadalupe

Safety and Reliability of Systems and Processes

2021

Summer Safety and Reliability Seminar 2021

45--57

Multi-objective optimization has become increasingly important, mainly because many real-world problems 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.