Certifying algorithms

RM McConnell, K Mehlhorn, S Näher… - Computer Science …, 2011 - Elsevier
A certifying algorithm is an algorithm that produces, with each output, a certificate or witness
(easy-to-verify proof) that the particular output has not been compromised by a bug. A user …

Exact solutions to linear programming problems

DL Applegate, W Cook, S Dash… - Operations Research …, 2007 - Elsevier
The use of floating-point calculations limits the accuracy of solutions obtained by standard
LP software. We present a simplex-based algorithm that returns exact rational solutions …

Iterative refinement for linear programming

AM Gleixner, DE Steffy, K Wolter - INFORMS Journal on …, 2016 - pubsonline.informs.org
We describe an iterative refinement procedure for computing extended-precision or exact
solutions to linear programming (LP) problems. Arbitrarily precise solutions can be …

A hybrid branch-and-bound approach for exact rational mixed-integer programming

W Cook, T Koch, DE Steffy, K Wolter - Mathematical Programming …, 2013 - Springer
We present an exact rational solver for mixed-integer linear programming that avoids the
numerical inaccuracies inherent in the floating-point computations used by existing software …

Improving the accuracy of linear programming solvers with iterative refinement

AM Gleixner, DE Steffy, K Wolter - Proceedings of the 37th International …, 2012 - dl.acm.org
We describe an iterative refinement procedure for computing extended precision or exact
solutions to linear programming problems (LPs). Arbitrarily precise solutions can be …

An exact rational mixed-integer programming solver

W Cook, T Koch, DE Steffy, K Wolter - … , IPCO 2011, New York, NY, USA …, 2011 - Springer
We present an exact rational solver for mixed-integer linear programming that avoids the
numerical inaccuracies inherent in the floating-point computations used by existing software …

Reliable and efficient solution of genome-scale models of Metabolism and macromolecular Expression

D Ma, L Yang, RMT Fleming, I Thiele, BO Palsson… - Scientific reports, 2017 - nature.com
Abstract Constraint-Based Reconstruction and Analysis (COBRA) is currently the only
methodology that permits integrated modeling of Metabolism and macromolecular …

[图书][B] On linear programming, integer programming and cutting planes

DG Espinoza - 2006 - search.proquest.com
“These problems occur in everyday life; they run the gamut from some very simple situations
that confront an individual to those connected with the national economy as a whole …

Verifying integer programming results

KKH Cheung, A Gleixner, DE Steffy - … , Waterloo, ON, Canada, June 26-28 …, 2017 - Springer
Software for mixed-integer linear programming can return incorrect results for a number of
reasons, one being the use of inexact floating-point arithmetic. Even solvers that employ …

[PDF][PDF] The final NETLIB-LP results

T Koch - 2003 - opus4.kobv.de
The NETLIB has now served for 18 years as a repository of LP problem instances. From the
beginning to the present day there was some uncertainness about the precise values of the …