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Stochastic Approximation: A Dynamical Systems Viewpoint / Vivek S. Borkar
| Stochastic Approximation: A Dynamical Systems Viewpoint / Vivek S. Borkar |
| Autore | Borkar, Vivek S. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Singapore, : Springer ; New Delhi, : Hindustan book agency, 2023 |
| Descrizione fisica | xv, 273 p. : ill. ; 24 cm |
| Soggetto non controllato |
Adaptive Algorithms
Artificial Intelligence Control theory Dynamical systems view of algorithms Game Theory Learning algorithms ODE approach to stochastic approximation Probability Theory Sequential statistical methods Stochastic approximation |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0279291 |
Borkar, Vivek S.
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| Singapore, : Springer ; New Delhi, : Hindustan book agency, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Stochastic Approximation: A Dynamical Systems Viewpoint / Vivek S. Borkar
| Stochastic Approximation: A Dynamical Systems Viewpoint / Vivek S. Borkar |
| Autore | Borkar, Vivek S. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Singapore, : Springer ; New Delhi, : Hindustan book agency, 2023 |
| Descrizione fisica | xv, 273 p. : ill. ; 24 cm |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
62L20 - Stochastic approximation [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 90-XX - Operations research, mathematical programming [MSC 2020] 91-XX - Game theory, economics, finance, and other social and behavioral sciences [MSC 2020] 93-XX - Systems theory; control [MSC 2020] 94-XX - Information and communication theory, circuits [MSC 2020] |
| Soggetto non controllato |
Adaptive Algorithms
Artificial Intelligence Control theory Dynamical systems view of algorithms Game Theory Learning algorithms ODE approach to stochastic approximation Probability Theory Sequential statistical methods Stochastic approximation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00279291 |
|
Borkar, Vivek S.
|
||
| Singapore, : Springer ; New Delhi, : Hindustan book agency, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||