Introduction To Unconstrained Optimization With R

The book highlights methods such as the steepest descent method, Newton method, conjugate direction method, conjugate gradient methods, quasi-Newton methods, rank one correction formula, DFP method, BFGS method and their algorithms, convergence analysis, and proofs.

• | By (Author): Shashi Kant Mishra
• | Publisher: Springer Verlag, Singapore
• | Publication Date: Jan 14, 2020
• | Country of Publication: Singapore
• | Number of Pages: 304 pages
• | Language: Unknown
• | Binding: Hardback
• | ISBN-10: 9811508933
• | ISBN-13: 9789811508936