An improved Polak-Ribiere-Polyak method using strong wolfe-powell line search for unconstrained optimization problems

An improved Polak-Ribiere-Polyak method using strong wolfe-powell line search for unconstrained optimization problems

The unconstrained optimization problem has been dealing with different methods to be solved recently. The most common solution is the conjugate gradient (CG) method due to its convergence speed, simplicity, low memory requirements, and its capability to solve large-scale problems. There are many mod...

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Bibliographic Details
Main Author: Mahmoud Irsheid Dawahdeh (Author)
Other Authors: x
Format: Thesis Book
Language:English
Subjects:
x
Universiti Sultan Zainal Abidin -- > Dissertations
Computer science-Mathematics
Data structures (Computer science)
Dissertations, Academic
Mathematical optimization
Computer mathematics
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Table of Contents:
  • 1. Introduction and research overview
  • 2. Basic concepts of unconstrained optimization
  • 3. Conjugate gradient method and numerical performance
  • 4. Improved methods of polak-ribiere-polyak
  • 5. Application in regression analysis
  • 6. Conclusion and future research

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