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Elementary Convexity with Optimization / / by Vivek S. Borkar, K. S. Mallikarjuna Rao
| Elementary Convexity with Optimization / / by Vivek S. Borkar, K. S. Mallikarjuna Rao |
| Autore | Borkar Vivek S. |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (148 pages) |
| Disciplina | 929.605 |
| Collana | Texts and Readings in Mathematics |
| Soggetto topico |
Mathematical optimization
Optimization Conjunts convexos Optimització matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-9916-52-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Continuity and existence of optima -- Differentiability and local optimality -- Convex sets -- Convex functions -- Convex optimization -- Optimization algorithms: an overview -- Epilogue. |
| Record Nr. | UNINA-9910734865303321 |
Borkar Vivek S.
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Stochastic Approximation: A Dynamical Systems Viewpoint / / by Vivek S. Borkar
| Stochastic Approximation: A Dynamical Systems Viewpoint / / by Vivek S. Borkar |
| Autore | Borkar Vivek S. |
| Edizione | [2nd ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (280 pages) |
| Disciplina | 519.2 |
| Collana | Texts and Readings in Mathematics |
| Soggetto topico |
Statistics
Artificial intelligence Probabilities Operations research Game theory Automatic control Statistical Theory and Methods Artificial Intelligence Probability Theory Operations Research and Decision Theory Game Theory Control and Systems Theory Anàlisi estocàstica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9789819982776
9819982774 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Convergence Analysis -- 3. Finite Time Bounds and Traps -- 4. Stability Criteria -- 5. Stochastic Recursive Inclusions -- 6. Asynchronous Schemes -- 7. A Limit Theorem for Fluctuations -- 8. Multiple Timescales -- 9. Constant Stepsize Algorithms -- 10. General Noise Models -- 11. Stochastic Gradient Schemes -- 12. Liapunov and Related Systems -- 13. Appendix A: Topics in Analysis -- 14. Appendix B: Ordinary Differential Equations -- 15. Appendix C: Topics in Probability -- Bibliography -- Index. . |
| Record Nr. | UNINA-9910831015103321 |
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Borkar Vivek S.
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||