The main ingredient for polynomiality in interior point methods is the centering procedure. All interior point algorithms for solving linear programing (LP) problems, known to be polynomial, have an explicit or implicit mechanism for finding a center of the LP polytope. Therefore, we consider the study of centers of polytopes as an important undertaking. In this work, we describe three notions of centers of a polytope and their relations. We show that if we can compute any one of them in polynomial time, then we can solve LP in polynomial time.20192
Written for specialists working in optimization, mathematical programming, or control theory. The ge...
The new concepts of repelling inequalities, repelling paths, and prime analytic centers are introduc...
In the p-piercing problem, we are given a collection of regions, and wish to determine whether there...
Abstract. An iterative method for finding the center of a linear programming polytope is presented. ...
An iterative method for finding the center of a linear programming polytope is presented. The method...
The purpose of this study is to broaden the scope of projective transformation methods in mathematic...
The computation of the analytic center of the solution set can be important in linear programming ap...
The analytic center o of an n-dimensional polytope P = {x E R": aTx- b, 2 0 (i = 1.2,...,m)...
We propose a generic path-following scheme which is essentially a method of centers that can be impl...
A new initialization or `Phase I' strategy for feasible interior point methods for linear programmin...
This work was also published as a Rice University thesis/dissertation: http://hdl.handle.net/1911/16...
AbstractSmale proposed a framework for applying Newton's method to the linear programming problem. I...
The notion of the central path plays an important role in the convergence analysis of interior-point...
Center location on cactus graphs. The p-center problem has been shown to be NP-hard for case of a ge...
AbstractGeneral planar center points are defined via optimization theory as the minimizing solutions...
Written for specialists working in optimization, mathematical programming, or control theory. The ge...
The new concepts of repelling inequalities, repelling paths, and prime analytic centers are introduc...
In the p-piercing problem, we are given a collection of regions, and wish to determine whether there...
Abstract. An iterative method for finding the center of a linear programming polytope is presented. ...
An iterative method for finding the center of a linear programming polytope is presented. The method...
The purpose of this study is to broaden the scope of projective transformation methods in mathematic...
The computation of the analytic center of the solution set can be important in linear programming ap...
The analytic center o of an n-dimensional polytope P = {x E R": aTx- b, 2 0 (i = 1.2,...,m)...
We propose a generic path-following scheme which is essentially a method of centers that can be impl...
A new initialization or `Phase I' strategy for feasible interior point methods for linear programmin...
This work was also published as a Rice University thesis/dissertation: http://hdl.handle.net/1911/16...
AbstractSmale proposed a framework for applying Newton's method to the linear programming problem. I...
The notion of the central path plays an important role in the convergence analysis of interior-point...
Center location on cactus graphs. The p-center problem has been shown to be NP-hard for case of a ge...
AbstractGeneral planar center points are defined via optimization theory as the minimizing solutions...
Written for specialists working in optimization, mathematical programming, or control theory. The ge...
The new concepts of repelling inequalities, repelling paths, and prime analytic centers are introduc...
In the p-piercing problem, we are given a collection of regions, and wish to determine whether there...