Mittagsseminar (in cooperation with A. Steger, D. Steurer and B. Sudakov)

Date and Time: Tuesday, June 13, 2023, 12:15 pm

Duration: 45 minutes

Location: OAT S15/S16/S17

Speaker: Benjamin Doerr (Ecole Polytechnique)

Runtime Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)

The non-dominated sorting genetic algorithm II (NSGA-II), proposed by Deb et al. (Transactions on Evolutionary Computation, 2002) is the most intensively used multi-objective evolutionary algorithm in real-world applications (more than 50,000 citations on Google scholar). Only very recently, the first mathematical runtime analyses for this algorithm were conducted (Zheng, Liu, Doerr (AAAI 2022)). This work quickly triggered follow-up works at GECCO 2022, PPSN 2022, AAAI 2023, and IJCAI 2023. In this talk, I give an introduction to these recent works and point out some open problems.

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