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Interior-Point Method

2013
As was known, the simplex method moves on the underlying polyhedron, from vertex to adjacent vertex along descent edges, until an optimal vertex is reached, or unboundedness of the problem is detected. Nevertheless, it would go through an exponential number of vertices of the polyhedron (Sect. 3.8), and even stall at a vertex forever because of cycling
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On Numerical Issues of Interior Point Methods

SIAM Journal on Matrix Analysis and Applications, 2008
This paper concerns some numerical stability issues of factorizations in interior point methods. In our investigation we focus on regularization techniques for the augmented system. We derive the fundamental property of regularization and necessary conditions for the convergence of iterative refinement. A relaxation technique is described that improves
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Interior point methods for equilibrium problems

Computational Optimization and Applications, 2011
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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An interior point method for nonlinear programming

Zeitschrift für Operations Research, 1979
In this paper an interior point method is presented for nonlinear programming problems with inequality constraints. On defining a modified distance function the original problem is solved sequentially by using a method of feasible directions. At each iteration a usable feasible direction can be determined explicitly. Under certain assumptions it can be
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Interior Point Methods

1995
In this chapter we will describe the methods that start with a point in the interior of the feasible region and continue through the interior towards the boundary solution. The study of these methods was started by the work of Karmarkar, and has been an area of intense international activity during the past decade.
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A Gravitational Interior Point Method for LP

OPSEARCH, 2005
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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An ADMM-based interior-point method for large-scale linear programming

Optimization Methods and Software, 2021
Shuzhong Zhang, Tianyi Lin, Yinyu Ye
exaly  

Interior-point methods

In this paper we discuss the main concepts of structural optimization, a field of nonlinear programming, which was formed by the intensive development of modern interior-point schemes..
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Interior-point methods

2001
Tamaás Terlaky, Paul T. Boggs
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A Quantum Interior Point Method for LPs and SDPs

ACM Transactions on Quantum Computing, 2020
Anupam Prakash, Iordanis Kerenidis
exaly  

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