An Efficient Re-Scaled Perceptron Algorithm for Conic Systems

The classical perceptron algorithm is an elementary row-action/relaxation algorithm for solving a homogeneous linear inequality system Ax > 0. A natural condition measure associated with this algorithm is the Euclidean width T of the cone of feasible solutions, and the iteration complexity of the...

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Bibliographic Details
Main Authors: Belloni, Alexandre, Freund, Robert M, Vempala, Santosh
Format: Working Paper
Language:en_US
Published: 2007
Subjects:
Online Access:http://hdl.handle.net/1721.1/37304