Formulations and solutions to overdetermined system of linear equations using Least Absolute Deviation Criterion

Date

10-1992

Degree

Bachelor of Science in Agriculture

College

College of Arts and Sciences (CAS)

Adviser/Committee Chair

Norberto R. Navarrete Jr.

Abstract

The least Absolute Deviation Criterion solution to over determined of linear equation is to minimize the sum of the absolute value of the residuals or errors. The criterion was modeled as a linear programming problem. Three primal and two dual linear programming formulations were obtained and shown to be equivalent to each other. Computational experiments showed that the dual formulations were more efficient and reliable in obtaining solutions than the primal formulations.

Language

English

Location

UPLB Main Library Special Collections Section (USCS)

Call Number

Thesis

Document Type

Thesis

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