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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| Format: | Thesis |
| Language: | English English |
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2011
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| Online Access: | http://psasir.upm.edu.my/id/eprint/27372/1/FS%202011%20107R.pdf |