New search direction formula of steepest descent method for large scale unconstrained optimization

New search direction formula of steepest descent method for large scale unconstrained optimization

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One of the simplest optimization methods for solving unconstrained optimization problems is the steepest descent (SD) method. The main ad antage of the SD algorithm with exact line search is that it satisfies global convergence properties under suitable assumptions. This method requires only t...

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Bibliographic Details
Main Author: Siti Farhana binti Husin (Author)
Corporate Author: Universiti Sultan Zainal Abidin . Faculty of Informatics and Computing
Format: Thesis Book
Language:English
Subjects:
x
Universiti Sultan Zainal Abidin > Dissertations
Universiti Sultan Zainal Abidin > Faculty of Informatics and Computing > Dissertations
Algorithms
Mathematical analysis
Mathematical optimization
on order
Dissertations, Academic
Table of Contents:
  • 1. Introduction of research
  • 2. Elementary concept of unconstrained optimization
  • 3. Steepest descentmethod
  • 4. New search direction for steepest descent method
  • 5. Three-term search direction for steeepest descent method
  • 6. Application of new steepest descentmethod
  • 7. Conclusion and recommendation

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