A Spectral RMIL+ Conjugate Gradient Method for Unconstrained Optimization With Applications in Portfolio Selection and Motion Control

A Spectral RMIL+ Conjugate Gradient Method for Unconstrained Optimization With Applications in Portfolio Selection and Motion Control

The Spectral conjugate gradient (SCG) methods are among the efficient variants of CG algorithms which are obtained by combining the spectral gradient parameter and CG parameter. The success of SCG methods relies on effective choices of the step-size <inline-formula> <tex-math notation="...

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Bibliographic Details
Main Authors: Aliyu Muhammed Awwal, Ibrahim Mohammed Sulaiman, Maulana Malik, Mustafa Mamat, Poom Kumam, Kanokwan Sitthithakerngkiet
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Spectral algorithm
conjugate gradient algorithms
unconstrained optimization models
motion control
line search procedure
portfolio selection
Online Access:https://ieeexplore.ieee.org/document/9433541/

Internet

https://ieeexplore.ieee.org/document/9433541/

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