New family of nonlinear conjugate gradient methods for solving unconstrained optimization problems and its application

New family of nonlinear conjugate gradient methods for solving unconstrained optimization problems and its application

Conjugate gradient (CG) method is one of the most effective algorithms for solving unconstrained optimization problem. Some CG methods cycle infinitely without reaching the solution point and do not possess global convergence properties. Even if the method reaches a solution point, the process often...

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Bibliographic Details
Main Author: Norrlaili Shapiee (Author)
Corporate Author: Universiti Sultan Zainal Abidin . Faculty of Informatics and Computing
Format: Thesis Book
Language:English
Subjects:
Universiti Sultan Zainal Abidin > Faculty of Informatics and Computing > Dissertations
Conjugate gradient methods
Conjugate gradient methods > Data processing
Dissertations, Academic
Table of Contents:
  • 1. Introduction of optimization
  • 2. Mathematical review in optimization
  • 3. Conjugate gradient (CG) method
  • 4. New conjugate gradient (CG) methods
  • 5. Results and discussion
  • 6. Implementation
  • 7. Conclusion and future research

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