DEFENCE OF THE DOCTORAL DISSERTATION BY MARGARITA ANTONIOU

Defence of the Doctoral Dissertation by Margarita Antoniou

IPS invites you to the Defence of the Doctoral Dissertation by Margarita Antoniou titled: Evolutionary algorithms for optimizing pessimistic bilevel problems and min-max problems. The defence will take place on Wednesday, 2 April 2025, at 10:00 a.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana. You can also join the defence via the following link: https://us02web.zoom.us/j/82689017443?pwd=4JKuTBdaLayarr3En6fNiiapHO2tsr.1, Meeting ID: 826 8901 7443, Passcode: 765673.

Short summary:

This work explores bilevel and min-max optimization with evolutionary algorithms. It introduces a δ-perturbation technique to navigate optimistic and pessimistic bilevel formulations and presents a novel MMNDE-EDA algorithm for min-max problems. Both approaches are validated through comprehensive computational experiments.

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