DEFENCE OF THE DOCTORAL DISSERTATION BY GJORGJINA CENIKJ

Problem Landscape and Search Trajectory Features for Automated Algorithm Selection in Continuous Single-Objective Optimization

Defence of the Doctoral Dissertation by Gjorgjina Cenikj

Published: 17. nov. 2025

IPS invites you to the Defence of the Doctoral Dissertation by Gjorgjina Cenikj titled: Problem Landscape and Search Trajectory Features for Automated Algorithm Selection in Continuous Single-Objective Optimization. The defence will take place on Wednesday, 26 November 2025, at 9:00 a.m. at the JSI Great Lecture Hall, Jamova 39, 1000 Ljubljana.

Supervisor: Asst. Prof. Dr. Tome Eftimov, Co-Supervisor: Prof. Dr. Barbara Koroušić Seljak.

Short summary:

This thesis aims to improve our understanding of the predictive power of numerical representations for black-box optimization problems which can be used by machine learning models for the selection of the best algorithm to ​solve a given problem..

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