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G. Petelin

7 papers hereh-index 10241 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.NE2
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedDynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems

10 citations · 14 across the 7 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2025

ClustOpt: A Clustering-based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms

Gjorgjina Cenikj, Gašper Petelin, Tome Eftimov

Understanding the behavior of numerical metaheuristic optimization algorithms is critical for advancing their development and application. Traditional visualization techniques, suc…

cs.NE2025

Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis

Gjorgjina Cenikj, Gašper Petelin, Tome Eftimov

The field of numerical optimization has recently seen a surge in the development of "novel" metaheuristic algorithms, inspired by metaphors derived from natural or human-made proce…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.