Generalized Barzilai and Borwein method for large-scale unconstrained optimization.

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Generalized Barzilai and Borwein method for large-scale unconstrained optimization.

The focus of the thesis is on finding the unconstrained minimizer of a function by using the fixed steps gradient method. Specifically, we will focus on the Barzilai and Borwein (BB) method. In this thesis, we propose a generalized Barzilai and Borwein (GBB) method that can overcome some disadvantag...

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Bibliographic Details
Main Author:	Koo, Boon Yuan
Format:	Thesis
Language:	English English
Published:	2011
Subjects:	Method of steepest descent (Numerical analysis) Differential equations, Elliptic - Numerical solutions Mathematical optimization
Online Access:	http://psasir.upm.edu.my/id/eprint/27372/ http://psasir.upm.edu.my/id/eprint/27372/1/FS%202011%20107R.pdf

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