Introduction to Unconstrained Optimization with R
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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.
| Autor: | Mishra, Shashi Kant (Banaras Hindu University, Varanasi, India); Ram, Bhagwat |
| Nakladatel: | Springer Verlag, Singapore |
| ISBN: | 9789811508936 |
| Rok vydání: | 2020 |
| Jazyk : | Angličtina |
| Vazba: | Hardback |
| Počet stran: | 304 |
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