Solving fuzzy system of linear equation using conjugate gradient method

Haw, Hui Hoe (2007) Solving fuzzy system of linear equation using conjugate gradient method. Universiti Malaysia Sabah. (Unpublished)

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Abstract

There are uncertainties in transforming real life measurements into numbers. Therefore, fuzzy system of linear equation (FSLE) is getting more and more common to tackle these uncertainties. These linear systems can be solved easily using numerical methods. In this dissertation, the Conjugate Gradient (CG) method is being used to solve rectangular FSLE and to be compared to the classical Gauss- Seidel (GS) and SOR methods. The aspects to be compared are number of iterations, computational time and maximum error between these two methods.

Item Type: Academic Exercise
Uncontrolled Keywords: fuzzy system of linear equation, Conjugate Gradient method, classical Gauss- Seidel method, SOR method, number of iteration, computational time, maximum error
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: SCHOOL > School of Science and Technology
Depositing User: MDM SITI AZIZAH IDRIS
Date Deposited: 11 Feb 2014 02:42
Last Modified: 11 Oct 2017 05:08
URI: http://eprints.ums.edu.my/id/eprint/8148

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