Jonathan Heins

According to our database, Jonathan Heins authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dancing to the State of the Art? - How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem.

Jonathan Heins, Lennart Schäpermeier, Pascal Kerschke, Darrell Whitley

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

2023

A study on the effects of normalized TSP features for automated algorithm selection.

Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke

Theor. Comput. Sci., 2023

Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.

Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022

BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems.

Jonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

2021

On the potential of normalized TSP features for automated algorithm selection.

Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke

Proceedings of the FOGA '21: Foundations of Genetic Algorithms XVI, 2021