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CayleyR: Solving the TopSpin puzzle via cycle intersection

arXiv 2607.13219 ↗First posted 14 Jul 2026cs.AIcited by 0

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Abstract (arXiv)

We present cayleyR, an R package for solving permutation puzzles by detecting cycle intersections in Cayley graphs. The core algorithm performs an iterative bidirectional search: from both the initial and target permutation states, random operation sequences generate cycles in the Cayley graph of the symmetric group Sn; their intersection yields a connecting path. When no direct intersection is found, a distance-guided bridge selection narrows the gap, and the process repeats. The package targets the TopSpin(n,k) puzzle, whose state space is a Cayley graph of Sn generated by a cyclic shift and a prefix reversal. We describe the mathematical framework, the algorithm, and its implementation, which combines a C++ hash-indexed state store with optional Vulkan GPU acceleration. The software is publicly available on CRAN.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 13 references that are in the map. First posted on arXiv 14 Jul 2026.

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References · 2

  1. 2025CayleyPy RL: Pathfinding and Reinforcement Learning on Cayley Graphscited by 6
  2. 2026CayleyPy-4: AI-Holography. Towards analogs of holographic string dualities for AI taskscited by 2

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