NLCertify: A Tool for Formal Nonlinear Optimization

Abstract

NLCertify is a software package for handling formal certification of nonlinear inequalities involving transcendental multivariate functions. The tool exploits sparse semialgebraic optimization techniques with approximation methods for transcendental functions, as well as formal features. Given a box and a transcendental multivariate function as input, NLCertify provides OCaml libraries that produce nonnegativity certificates for the function over the box, which can be ultimately proved correct inside the Coq proof assistant.

6 pages, 2 figures

References in corpus (3)

• Formal Proofs for Nonlinear Optimization
• Certification of Real Inequalities -- Templates and Sums of Squares
• On the Generation of Positivstellensatz Witnesses in Degenerate Cases