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An explicit vector algorithm for high-girth MaxCut

Quantum Physics 2022-04-19 v1 Data Structures and Algorithms

Abstract

We give an approximation algorithm for MaxCut and provide guarantees on the average fraction of edges cut on dd-regular graphs of girth 2k\geq 2k. For every d3d \geq 3 and k4k \geq 4, our approximation guarantees are better than those of all other classical and quantum algorithms known to the authors. Our algorithm constructs an explicit vector solution to the standard semidefinite relaxation of MaxCut and applies hyperplane rounding. It may be viewed as a simplification of the previously best known technique, which approximates Gaussian wave processes on the infinite dd-regular tree.

Cite

@article{arxiv.2108.12477,
  title  = {An explicit vector algorithm for high-girth MaxCut},
  author = {Jessica K. Thompson and Ojas Parekh and Kunal Marwaha},
  journal= {arXiv preprint arXiv:2108.12477},
  year   = {2022}
}

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1+9 pages