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[LIBRO][B] Interior point methods: current status and future directions
RM Freund, S Mizuno - 2000 - Springer
This article provides a synopsis of the major developments in interior point methods for
mathematical programming in the last thirteen years, and discusses current and future …
mathematical programming in the last thirteen years, and discusses current and future …
[LIBRO][B] Condition: The geometry of numerical algorithms
P Bürgisser, F Cucker - 2013 - books.google.com
This book gathers threads that have evolved across different mathematical disciplines into
seamless narrative. It deals with condition as a main aspect in the understanding of the …
seamless narrative. It deals with condition as a main aspect in the understanding of the …
Warm-start strategies in interior-point methods for linear programming
EA Yildirim, SJ Wright - SIAM Journal on Optimization, 2002 - SIAM
We study the situation in which, having solved a linear program with an interior-point
method, we are presented with a new problem instance whose data is slightly perturbed …
method, we are presented with a new problem instance whose data is slightly perturbed …
A hybrid branch-and-bound approach for exact rational mixed-integer programming
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 …
numerical inaccuracies inherent in the floating-point computations used by existing software …
Some characterizations and properties of the “distance to ill-posedness” and the condition measure of a conic linear system
A conic linear system is a system of the form¶ P (d): find x that solves b-Ax∈ CY, x∈ CX,¶
where CX and CY are closed convex cones, and the data for the system is d=(A, b). This …
where CX and CY are closed convex cones, and the data for the system is d=(A, b). This …
Condition number complexity of an elementary algorithm for computing a reliable solution of a conic linear system
A conic linear system is a system of the form¶¶(FP d) Ax= b¶ x∈ CX,¶¶ where A: X? Y is a
linear operator between n-and m-dimensional linear spaces X and Y, b∈ Y, and CX⊂ X is a …
linear operator between n-and m-dimensional linear spaces X and Y, b∈ Y, and CX⊂ X is a …
Distance to ill-posedness and the consistency value of linear semi-infinite inequality systems
In this paper we consider the parameter space of all the linear inequality systems, in the n-
dimensional Euclidean space, with a fixed and arbitrary (possibly infinite) index set. This …
dimensional Euclidean space, with a fixed and arbitrary (possibly infinite) index set. This …
Reoptimization with the primal-dual interior point method
Reoptimization techniques for an interior point method applied to solving a sequence of
linear programming problems are discussed. Conditions are given for problem perturbations …
linear programming problems are discussed. Conditions are given for problem perturbations …
Computational experience and the explanatory value of condition measures for linear optimization
The modern theory of condition measures for convex optimization problems was initially
developed for convex problems in the conic format (CP_d)\qquad\z_*:=\min_x{c^tx|Ax …
developed for convex problems in the conic format (CP_d)\qquad\z_*:=\min_x{c^tx|Ax …
A new condition measure, preconditioners, and relations between different measures of conditioning for conic linear systems
In recent years, a body of research into" condition numbers" for convex optimization has
been developed, aimed at capturing the intuitive notion of problem behavior. This research …
been developed, aimed at capturing the intuitive notion of problem behavior. This research …