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On the Global Convergence of Derivative-Free Methods for Unconstrained Optimization

On the global convergence of derivative-free methods for unconstrained optimization
Authors: LUCIDI, Stefano; M. SCIANDRONE;

On the Global Convergence of Derivative-Free Methods for Unconstrained Optimization

Abstract

This paper establishes a general convergence theory for unconstrained optimization without derivatives. The authors present new globally convergent algorithms which combine pattern and line search approaches.

Country
Italy
Keywords

Numerical optimization and variational techniques, unconstrained minimization; derivative-free methods, Derivative-free methods and methods using generalized derivatives, derivative-free methods, optimization, unconstrained minimization

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    popularity
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    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
54
Top 10%
Top 10%
Top 10%
Green
bronze