New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem
IRAQI JOURNAL OF STATISTICAL SCIENCES,
2008, Volume 8, Issue 13, Pages 53-65
Abstract
In this paper we present new conjugate gradient method for computing the minimum value of differentiable real valued function in n variables ,this method derived from Nazareth theorem , which uses the equivalence of CG and Qusi–Newton methods on quadratic function also the descent property and Conjucy conditions are proved and compared with some well know CG method showing considerable improvement .
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