Pattern classification using linear programming

Asim Roy; Somnath Mukhopadhyay

doi:10.1287/ijoc.3.1.66

Pattern classification using linear programming

Asim Roy, Somnath Mukhopadhyay

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

Abstract

The paper presents a new method for pattern classification that uses linear programming formulations. The method can generate neural network type networks to take advantage of parallel computation in the classification phase. Application of the technique to a wide variety of problems, including speech and image recognition, is being explored.

Original language	English (US)
Pages (from-to)	66-80
Number of pages	15
Journal	ORSA journal on computing
Volume	3
Issue number	1
DOIs	https://doi.org/10.1287/ijoc.3.1.66
State	Published - 1991

ASJC Scopus subject areas

General Engineering

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10.1287/ijoc.3.1.66

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title = "Pattern classification using linear programming",

abstract = "The paper presents a new method for pattern classification that uses linear programming formulations. The method can generate neural network type networks to take advantage of parallel computation in the classification phase. Application of the technique to a wide variety of problems, including speech and image recognition, is being explored.",

author = "Asim Roy and Somnath Mukhopadhyay",

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AU - Mukhopadhyay, Somnath

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Pattern classification using linear programming

Abstract

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