Hybrid methods of Polak-Ribiere-Polyak, Wei-Yao-Liu and Polak-Ribiere-Polyak, Dai-Wen methods for unconstrained optimization problems

Hybrid methods of Polak-Ribiere-Polyak, Wei-Yao-Liu and Polak-Ribiere-Polyak, Dai-Wen methods for unconstrained optimization problems

Conjugate Gradiet (CG) methods one of the most popular methods for solving unconstrained optimization problems due to its simplicity and ability to improve low memory requirement and computational cost. However, the CG method has a weak global convergence, low-performance in terms of number of...

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Bibliographic Details
Main Author: Yasir Salih Mohammednour Mhmoud (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
Mathematical optimization
Maxima and minima
Table of Contents:
  • 1.Introduction and literature review
  • 2. Fundamental concepts of unconstrained optimization
  • 3. Conjugate gradient methods
  • 4. New hybrid conjugate gradient methods
  • 5. Numerical results and discussions
  • 6. Conclusion and suggestion for future research

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