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A New Upper Bound for the Euclidean TSP Constant

Author

Listed:
  • John Gunnar Carlsson

    (Daniel J. Epstein Department of Industrial and Systems Engineering, University of Southern California, Los Angeles, California 90089)

  • Julien Yu

    (Daniel J. Epstein Department of Industrial and Systems Engineering, University of Southern California, Los Angeles, California 90089)

Abstract

Let X 1 , X 2 , … , X n be n independent and uniformly distributed random points in a compact region R ⊂ R 2 of area 1. Let TSP ( X 1 , … , X n ) denote the length of the optimal Euclidean traveling salesman tour that traverses all these points. The classical Beardwood-Halton-Hammersley theorem proves the existence of a universal constant β 2 such TSP ( X 1 , … , X n ) / n → β 2 almost surely, which satisfies 0.625 ≤ β 2 ≤ 0.92117 . This paper presents a computer-aided proof using numerical quadrature and decision trees that β 2 < 0.9038 . Although our improvement is still somewhat small, our approach has the advantage that it is primarily limited by computer hardware and is thus amenable to further improvements over time.

Suggested Citation

  • John Gunnar Carlsson & Julien Yu, 2026. "A New Upper Bound for the Euclidean TSP Constant," INFORMS Journal on Computing, INFORMS, vol. 38(2), pages 341-356, March.
  • Handle: RePEc:inm:orijoc:v:38:y:2026:i:2:p:341-356
    DOI: 10.1287/ijoc.2024.0538
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