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
Recommended Citation
Bernardo, Julie Ann Y., "Formulations and solutions to overdetermined system of linear equations using Least Absolute Deviation Criterion" (1992). Undergraduate Theses. 9693.
https://www.ukdr.uplb.edu.ph/etd-undergrad/9693
Document Type
Thesis