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Gradient-Type Methods: A Unified Perspective in Computer Science and Numerical Analysis.

Authors :
Fanelli, Stefano
Source :
ISRN Applied Mathematics. 2011, Special section p1-22. 22p.
Publication Year :
2011

Abstract

This paper presents a general and comprehensive description of Optimization Methods, and Algorithms from a novel viewpoint. It is shown, in particular, that Direct Methods, Iterative Methods, and Computer Science Algorithms belong to a well-defined general class of both Finite and Infinite Procedures, characterized by suitable descent directions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20905564
Database :
Academic Search Index
Journal :
ISRN Applied Mathematics
Publication Type :
Academic Journal
Accession number :
66004079
Full Text :
https://doi.org/10.5402/2011/715748