Modification of Polak-Ribiere-Polyak (PRP) conjugate gradient coefficient for unconstrained optimization problems

Modification of Polak-Ribiere-Polyak (PRP) conjugate gradient coefficient for unconstrained optimization problems

Conjugate gradient (CG) method is an important class of methods for solving unconstrained optimization problems, especially when the dimensions are large. This thesis presents three modifications of Polak-Ribiere-Polyak (PRP) conjugate gradient methods for solving this type of problems, where the mo...

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Bibliographic Details
Main Author: Mohamed Ahmed Hamoda (Author)
Corporate Author: Universiti Sultan Zainal Abidin . Faculty of Informatics and Computing
Format: Thesis Book
Language:English
Subjects:
Universiti Sultan Zainal Abidin > Dissertations
Universiti Sultan Zainal Abidin > Faculty of Informatics and Computing > Dissertations
MATLAB
Numerical analysis > Data processing
Dissertations, Academic
Table of Contents:
  • 1. Introduction and Literature Review
  • 2. The Elementary Concept of Optimization
  • 3. Conjugate Gradient Methods
  • 4. New Modifications Method
  • 5. Numerical Results and Discussion
  • 6. Conclusion

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