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Numerical algebraic geometry and algebraic kinematics
In this article, the basic constructs of algebraic kinematics (links, joints, and mechanism
spaces) are introduced. This provides a common schema for many kinds of problems that …
spaces) are introduced. This provides a common schema for many kinds of problems that …
[KIRJA][B] Numerically solving polynomial systems with Bertini
Systems of polynomial equations are a common occurrence in problem formulations in
engineering, science, and mathematics. Solution sets of such systems, ie, algebraic sets, are …
engineering, science, and mathematics. Solution sets of such systems, ie, algebraic sets, are …
Algorithm 921: alphaCertified: certifying solutions to polynomial systems
Smale's α-theory uses estimates related to the convergence of Newton's method to certify
that Newton iterations will converge quadratically to solutions to a square polynomial …
that Newton iterations will converge quadratically to solutions to a square polynomial …
Smooth connectivity in real algebraic varieties
A standard question in real algebraic geometry is to compute the number of connected
components of a real algebraic variety in affine space. This manuscript provides algorithms …
components of a real algebraic variety in affine space. This manuscript provides algorithms …
Isosingular sets and deflation
This article introduces the concept of isosingular sets, which are irreducible algebraic
subsets of the set of solutions to a system of polynomial equations constructed by taking the …
subsets of the set of solutions to a system of polynomial equations constructed by taking the …
Witness sets of projections
Elimination is a basic algebraic operation which geometrically corresponds to projections.
This article describes using the numerical algebraic geometric concept of witness sets to …
This article describes using the numerical algebraic geometric concept of witness sets to …
Machine learning the real discriminant locus
Parameterized systems of polynomial equations arise in many applications in science and
engineering with the real solutions describing, for example, equilibria of a dynamical system …
engineering with the real solutions describing, for example, equilibria of a dynamical system …
Algebraic boundaries of Hilbert's SOS cones
We study the geometry underlying the difference between non-negative polynomials and
sums of squares (SOS). The hypersurfaces that discriminate these two cones for ternary …
sums of squares (SOS). The hypersurfaces that discriminate these two cones for ternary …
Maximum likelihood for matrices with rank constraints
Maximum likelihood estimation is a fundamental optimization problem in statistics. We study
this problem on manifolds of matrices with bounded rank. These represent mixtures of …
this problem on manifolds of matrices with bounded rank. These represent mixtures of …
Computing geometric feature sizes for algebraic manifolds
We introduce numerical algebraic geometry methods for computing lower bounds on the
reach, local feature size, and weak feature size of the real part of an equidimensional and …
reach, local feature size, and weak feature size of the real part of an equidimensional and …