Jan Verschelde (University of Illinois at Chicago)
Title: Polyhedral Homotopy
Methods to Solve Polynomial Systems
Abstract: Most polynomial systems arising in practical
applications are sparse, i.e.: only relatively few monomials appear
with a nonzero coefficient. Therefore, bounds on the number of roots
based on the degree structures may drastically overshoot the actual
number of solutions.
The performance of homotopy methods depends critically on the accuracy
of these bounds, because the bounds determine the number of solution
paths. Using a recursive formula to compute mixed volumes, David
Bernstein outlined in his 1975 paper a deformation method to show that
mixed volumes give sharp root counts, along with conditions on the
system when the count is not sharp. HOM4PS/MixedVol, PHoM, and PHCpack
provide implementations of the polyhedral homotopy methods introduced
by Birkett Huber and Bernd Sturmfels in 1995. Several interesting
numerical issues arise when applied to large systems.
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