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Digital archive of theses discussed at the University of Pisa

 

Thesis etd-01112022-151806


Thesis type
Tesi di laurea magistrale
Author
IAFOLLA, LEANDRO
URN
etd-01112022-151806
Thesis title
On the GTH-like algorithm in interval arithmetic
Department
MATEMATICA
Course of study
MATEMATICA
Supervisors
relatore Prof. Poloni, Federico
Keywords
  • GTH-like algorithm
  • interval arithmetic
  • M-matrix
  • non-negative matrix
  • triplet representation
Graduation session start date
28/01/2022
Availability
Full
Summary
The GTH-algorithm is used to solve linear systems where the coefficient matrix is an M-matrices. The GTH-like algorithm is similar to the Gaussian elimination, but it involves only non-negative quantities and no subtractions of quantities of the same sign. The computed solution of the system will have small entry-wise relative error. This work is concerned with an implementation of the GTH-algorithm in interval arithmetic. The goal is describing the solution set of the system when we allow the input data of the algorithm to be interval quantities. We review the existing techniques from the literature. We show some pitfalls in the implementation and we attain some theoretical results that give us more insight about the solution set of the interval system, in particular we give a characterization of the matrices to be used to obtain the extremal values of the interval solution.
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