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Happy Edge Conjecture


The happy edge conjecture asserted that any two plane spanning trees on the same point set admit a shortest flip sequence preserving every graph edge common to both. Such a shared graph edge is called a happy edge. A flip replaces one graph edge with another while keeping the spanning tree plane. The flip distance is measured in the plane spanning tree flip graph (Aichholzer et al. 2024, 2026).

PlaneSpanningTreeFlipGraphHappyEdge

Aichholzer et al. (2026) disproved the conjecture with two constructions. The figure redraws their Figure 2, showing two plane spanning trees on 16 points in general position. Their six shared edges are black, with uv drawn thicker. Every shortest sequence takes 12 flips and temporarily removes uv. Preserving all shared edges takes 13 flips. Removing uv allows two temporary edges to serve four pairs of leaves, saving two insertions at the cost of one flip to restore uv. On the second point set, consisting of 30 points in convex position, the corresponding minima are 19 and 20. The authors report discovering the two counterexamples with Claude Opus 5.5.

A compatible flip requires the interiors of the deleted and inserted line segments to be disjoint. A rotation is a compatible flip in which the two edges share an endpoint. An edge slide rotates uv to uw along an existing graph edge vw through an empty triangle uvw (Aichholzer and Reinhardt 2007, Aichholzer et al. 2024, 2025). The happy edge property fails for unrestricted flips, rotations, and edge slides on point sets in either convex or general position. It also fails for compatible flips in general position, as the 16-point counterexample shows. On convex point sets, every shortest compatible flip sequence preserves all happy edges (Aichholzer et al. 2025, 2026).


See also

Graph Distance, Plane Spanning Tree Flip Graph, Spanning Tree

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References

Aichholzer, O.; Ballinger, B.; Biedl, T.; Damian, M.; Demaine, E. D.; Hesterberg, A.; Korman, M.; Lubiw, A.; Lynch, J.; Tkadlec, J.; and Uno, Y. "Reconfiguration of Non-Crossing Spanning Trees." J. Comput. Geom. 15, 224-253, 2024. https://doi.org/10.20382/jocg.v15i1a9.Aichholzer, O.; Dorfer, J.; and Vogtenhuber, B. "Constrained Flips in Plane Spanning Trees." In Proc. 33rd Int. Symp. Graph Drawing and Network Visualization (Ed. V. Dujmović and F. Montecchiani). Dagstuhl, Germany: Schloss Dagstuhl-Leibniz-Zentrum für Informatik, pp. 5:1-5:18, 2025. https://doi.org/10.4230/LIPIcs.GD.2025.5.Aichholzer, O.; Dorfer, J.; Kramer, P.; Rieck, C.; and Vogtenhuber, B. "Counterexamples to the Happy Edge Conjecture in Plane Spanning Trees." 3 Nov 2026. https://arxiv.org/abs/2611.05300.Aichholzer, O. and Reinhardt, K. "A Quadratic Distance Bound on Sliding Between Crossing-Free Spanning Trees." Comput. Geom. 37, 155-161, 2007. https://doi.org/10.1016/j.comgeo.2004.12.010.

Cite this as:

Weisstein, Eric W. "Happy Edge Conjecture." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/HappyEdgeConjecture.html

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