The implementation of Marquardt-Levenberg algorithm

Date

10-1988

Degree

Bachelor of Science in Applied Mathematics

College

College of Arts and Sciences (CAS)

Adviser/Committee Chair

Norberto R. Navarrete Jr.

Abstract

Three versions of the Marquardt-Levenberg Algorithm were implemented: (1) Basic algorithm which is the fundamental idea behind ; (2) Modification of the basic algorithm which introduces a step to step to test the angle measure projected by the direction; (3) Simple version of the modification which does not employ step 4 of version 2 but directly assumes that the direction will ultimately approach optimal solution. A comparison of their efficiencies was studied and results showed that version 3 has more advantage over the two.

Language

English

Location

UPLB Main Library Special Collections Section (USCS)

Call Number

Thesis

Document Type

Thesis

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