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Evolutionary algorithms for optimizing pessimistic bilevel problems and min-max problems

Author(s): Margarita Antoniou (Author), Gregor Papa (Supervisor)

Year: 2025

Type: Doctoral dissertation

This thesis investigates two distinct but related optimization problems: bilevel and minmax problems, in the context of evolutionary algorithms (EAs). Bilevel optimization involves hierarchical decision-making, where decisions at the upper level are subject to constraints defined by the solutions of an optimization problem at the lower level. These problems are …