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researcher

J. Heins

2 papers hereh-index 328 citations10 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

cs.NE2025

To Repair or Not to Repair? Investigating the Importance of AB-Cycles for the State-of-the-Art TSP Heuristic EAX

Jonathan Heins, Darrell Whitley, Pascal Kerschke

The Edge Assembly Crossover (EAX) algorithm is the state-of-the-art heuristic for solving the Traveling Salesperson Problem (TSP). It regularly outperforms other methods, such as t…

cs.AI2024

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

Jonathan Heins, Lennart Schäpermeier, Pascal Kerschke +1

Solving the Traveling Salesperson Problem (TSP) remains a persistent challenge, despite its fundamental role in numerous generalized applications in modern contexts. Heuristic solv…

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