Numerical Univariate Polynomial GCD
نویسندگان
چکیده
We formalize the notion of approximate GCD for univariate poly-nomials given with limited accuracy and then address the problem of its computation. Algebraic concepts are applied in order to provide a solid foundation for a numerical approach. We exhibit the limitations of the euclidean algorithm through experiments, show that existing methods only solve part of the problem and assert its worst-case complexity. A rigorous geometrical point of view is given in the parameter space of all input polynomials and SVD computations on subresultants are applied in order to derive upper bounds on the degree of the approximate GCD. Then, we establish a certiication theorem and state the conditions under which it determines the precise GCD degree.
منابع مشابه
The Numerical Greatest Common Divisor of Univariate Polynomials
This paper presents a regularization theory for numerical computation of polynomial greatest common divisors and a convergence analysis, along with a detailed description of a blackbox-type algorithm. The root of the ill-posedness in conventional GCD computation is identified by its geometry where polynomials form differentiable manifolds entangled in a stratification structure. With a proper r...
متن کاملComputing Approximate GCD of Univariate Polynomials by Structure Total Least Norm
The problem of approximating the greatest common divisor(GCD) for polynomials with inexact coefficients can be formulated as a low rank approximation problem with Sylvester matrix. This paper presents a method based on Structured Total Least Norm(STLN) for constructing the nearest Sylvester matrix of given lower rank. We present algorithms for computing the nearest GCD and a certified 2-GCD for...
متن کاملGCDHEU: Heuristic Polynomial GCD Algorithm Based on Integer GCD Computation
A heuristic algorithm, GCDHEU, is described for polynomial GCD computation over the integers. The algorithm is based on evaluation at a single large integer value (for each variable), integer GCD computation, and a single-point interpolation scheme. Timing comparisons show that this algorithm is very efficient for most univariate problems and it is also the algorithm of choice for many problems...
متن کاملParallel Polynomial Operations on SMPs: an Overview
1 SMP-based parallel algorithms and implementations for polynomial factoring and GCD are overviewed. Topics include polynomial factoring modulo small primes, univariate and multivariate p-adic lifting, and reformulation of lift basis. Sparse polynomial GCD is also covered.
متن کاملOptimization Strategies for the Floating-point Gcd
We describe algorithms for computing the greatest common divisor (GCD) of two univariate polynomials with inexactly-known coeecients. Assuming that an estimate for the GCD degree is available (e.g., using an SVD-based algorithm), we formulate and solve a nonlinear optimization problem in order to determine the coeecients of the \best" GCD. We discuss various issues related to the implementation...
متن کامل