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arxiv: 1805.12212 · v1 · pith:CUL67TLLnew · submitted 2018-05-30 · 💻 cs.SC · cs.DC· math.AG

Monodromy Solver: Sequential and Parallel

classification 💻 cs.SC cs.DCmath.AG
keywords continuationalgorithmdevelopedfailureshomotopylargemonodromynumber
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We describe, study, and experiment with an algorithm for finding all solutions of systems of polynomial equations using homotopy continuation and monodromy. This algorithm follows a framework developed in previous work and can operate in the presence of a large number of failures of the homotopy continuation subroutine. We give special attention to parallelization and probabilistic analysis of a model adapted to parallelization and failures. Apart from theoretical results, we developed a simulator that allows us to run a large number of experiments without recomputing the outcomes of the continuation subroutine.

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