Numerical nonlinear algebra
Numerical nonlinear algebra is a computational paradigm that uses numerical analysis to
study polynomial equations. Its origins were methods to solve systems of polynomial …
study polynomial equations. Its origins were methods to solve systems of polynomial …
On the polyhedral homotopy method for solving generalized Nash equilibrium problems of polynomials
The generalized Nash equilibrium problem (GNEP) is a kind of game to find strategies for a
group of players such that each player's objective function is optimized. Solutions for GNEPs …
group of players such that each player's objective function is optimized. Solutions for GNEPs …
Monodromy Coordinates
T Brysiewicz - International Congress on Mathematical Software, 2024 - Springer
We introduce the concept of monodromy coordinates for representing solutions to large
polynomial systems. Representing solutions this way provides a time-memory trade-off in a …
polynomial systems. Representing solutions this way provides a time-memory trade-off in a …
[PDF][PDF] Optimization Techniques for Inference and Parameter Recovery
ER Cobian - 2024 - curate.nd.edu
When considering applications involving real-world data, often errors exist from
measurement imprecision or prior numerical computations. In the context of Bayesian …
measurement imprecision or prior numerical computations. In the context of Bayesian …
Implementing real polyhedral homotopy
We implement a real polyhedral homotopy method using three functions. The first function
provides a certificate that our real polyhedral homotopy is applicable to a given system; the …
provides a certificate that our real polyhedral homotopy is applicable to a given system; the …
Identifying Trace Affine Linear Sets Using Homotopy Continuation
J McKay - 2022 - tigerprints.clemson.edu
We investigate how the coefficients of a sparse polynomial system influence the sum, or the
trace, of its solutions. We discuss an extension of the classical trace test in numerical …
trace, of its solutions. We discuss an extension of the classical trace test in numerical …