Solving polynomial systems via homotopy continuation and monodromy

Author:

Duff Timothy1,Hill Cvetelina1,Jensen Anders2,Lee Kisun1,Leykin Anton1,Sommars Jeff3

Affiliation:

1. Department of Mathematics, Georgia Institute of Technology, Atlanta, Georgia, USA

2. Department of Mathematics, Aarhus Universitet, Aarhus, Denmark

3. Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, Chicago, Illinois, USA

Abstract

Abstract We study methods for finding the solution set of a generic system in a family of polynomial systems with parametric coefficients. We present a framework for describing monodromy-based solvers in terms of decorated graphs. Under the theoretical . that monodromy actions are generated uniformly, we show that the expected number of homotopy paths tracked by an algorithm following this framework is linear in the number of solutions. We demonstrate that our software implementation is competitive with the existing state-of-the-art methods implemented in other software packages.

Funder

National Science Foundation

Division of Mathematical Sciences

Publisher

Oxford University Press (OUP)

Subject

Applied Mathematics,Computational Mathematics,General Mathematics

Reference34 articles.

1. The probability of generating the symmetric group;Babai;J. Comb. Theory Ser. A,1989

2. Numerically Solving Polynomial Systems with Bertini

3. The number of roots of a system of equations;Bernstein;Funk. Anal. Priložen,1975

4. Complexity and Real Computation

5. Brandt, M., Bruce, J., Brysiewicz, T., Krone, R. & Robeva, E. (2017) The degree of SO($n,\mathbb{C}$). Combinatorial Algebraic Geometry(G. Smith & B. Sturmfels eds). Fields Institute Communications, vol. 80. New York City: Springer, pp. 229–246.

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