P Bürgisser, F Cucker, P Lairez - Journal of the ACM (JACM), 2018 - dl.acm.org
We describe and analyze an algorithm for computing the homology (Betti numbers and torsion coefficients) of basic semialgebraic sets that works in weak exponential time. That is …
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 …
Topological data analysis (TDA) provides tools for computing geometric and topological information about spaces from a finite sample of points. We present an adaptive algorithm …
We describe and analyze an algorithm for computing the homology (Betti numbers and torsion coefficients) of closed semialgebraic sets given by Boolean formulas without …
S Basu, N Karisani - SIAM Journal on Applied Algebra and Geometry, 2023 - SIAM
We give an algorithm with singly exponential complexity for computing the barcodes up to dimension (for any fixed) of the filtration of a given semialgebraic set by the sublevel sets of …
S Basu, C Riener - Foundations of Computational Mathematics, 2022 - Springer
Let R be a real closed field. We prove that for each fixed ℓ, d≥ 0, there exists an algorithm that takes as input a quantifier-free first-order formula Φ with atoms P= 0, P> 0, P< 0 with P∈ …
P Scheiblechner - Journal of Complexity, 2007 - Elsevier
We extend the lower bounds on the complexity of computing Betti numbers proved in [P. Bürgisser, F. Cucker, Counting complexity classes for numeric computations II: algebraic …
S Basu, R Pollack, MF Roy - Foundations of Computational Mathematics, 2008 - Springer
In this paper we describe a singly exponential algorithm for computing the first Betti number of a given semi-algebraic set. Singly exponential algorithms for computing the zeroth Betti …
S Basu - Foundations of Computational Mathematics, 2008 - Springer
For any ℓ> 0, we present an algorithm which takes as input a semi-algebraic set, S, defined by P 1≤ 0,…, P s≤ 0, where each P i∈ RX 1,…, X k has degree≤ 2, and computes the top …