Stochastic processes, estimation, and control the entropy approach
In this, the first introductory book on stochastic processes in twenty years, leading theoretician George Saridis provides a modern innovative approach that applies the most recent advances in probabilistic processes to such areas as communications and robotics technology
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Wiley
1995
|
| Ausgabe: | 1. print. |
| Schriftenreihe: | A Wiley-interscience publication
|
| Schlagworte: | |
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MARC
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| 245 | 1 | 0 | |a Stochastic processes, estimation, and control |b the entropy approach |
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| 300 | |a XII, 230 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a A Wiley-interscience publication | |
| 520 | 3 | |a In this, the first introductory book on stochastic processes in twenty years, leading theoretician George Saridis provides a modern innovative approach that applies the most recent advances in probabilistic processes to such areas as communications and robotics technology | |
| 520 | |a Stochastic Processes, Estimation, and Control: The Entropy Approach is designed as a text for graduate courses in dynamic programming and stochastic control, stochastic processes, or applied probability in the engineering or mathematical/computational science departments, and as a guide for the practicing engineer and researcher it offers a lucid discussion of parameter estimation based on least square techniques, an in-depth investigation of the estimation of the states of a stochastic linear and nonlinear dynamic system, and a modified derivation of the linear-quadratic Gaussian optimal control problem. Professor Saridis's presentation of estimation and control theory is thorough, but avoids the use of advanced mathematics. A new theory of approximation of the optimal solution for nonlinear stochastic systems is presented as a general engineering tool, and the whole area of stochastic processes, estimation, and control is recast using entropy as a measure | ||
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Datensatz im Suchindex
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Wirtschaftswissenschaften |
| edition | 1. print. |
| format | Book |
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| id | DE-604.BV021929352 |
| illustrated | Illustrated |
| index_date | 2024-07-02T16:06:12Z |
| indexdate | 2024-07-09T20:47:37Z |
| institution | BVB |
| isbn | 047109756X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015144509 |
| oclc_num | 30976583 |
| open_access_boolean | |
| owner | DE-706 DE-11 |
| owner_facet | DE-706 DE-11 |
| physical | XII, 230 S. Ill., graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Wiley |
| record_format | marc |
| series2 | A Wiley-interscience publication |
| spelling | Saridis, George N. Verfasser aut Stochastic processes, estimation, and control the entropy approach 1. print. New York [u.a.] Wiley 1995 XII, 230 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier A Wiley-interscience publication In this, the first introductory book on stochastic processes in twenty years, leading theoretician George Saridis provides a modern innovative approach that applies the most recent advances in probabilistic processes to such areas as communications and robotics technology Stochastic Processes, Estimation, and Control: The Entropy Approach is designed as a text for graduate courses in dynamic programming and stochastic control, stochastic processes, or applied probability in the engineering or mathematical/computational science departments, and as a guide for the practicing engineer and researcher it offers a lucid discussion of parameter estimation based on least square techniques, an in-depth investigation of the estimation of the states of a stochastic linear and nonlinear dynamic system, and a modified derivation of the linear-quadratic Gaussian optimal control problem. Professor Saridis's presentation of estimation and control theory is thorough, but avoids the use of advanced mathematics. A new theory of approximation of the optimal solution for nonlinear stochastic systems is presented as a general engineering tool, and the whole area of stochastic processes, estimation, and control is recast using entropy as a measure Control theory Entropy Stochastic processes Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf Optimale Kontrolle (DE-588)4121428-6 gnd rswk-swf Entropie (DE-588)4014894-4 gnd rswk-swf Parameterschätzung (DE-588)4044614-1 gnd rswk-swf Entropie (DE-588)4014894-4 s DE-604 Parameterschätzung (DE-588)4044614-1 s Stochastischer Prozess (DE-588)4057630-9 s Optimale Kontrolle (DE-588)4121428-6 s |
| spellingShingle | Saridis, George N. Stochastic processes, estimation, and control the entropy approach Control theory Entropy Stochastic processes Stochastischer Prozess (DE-588)4057630-9 gnd Optimale Kontrolle (DE-588)4121428-6 gnd Entropie (DE-588)4014894-4 gnd Parameterschätzung (DE-588)4044614-1 gnd |
| subject_GND | (DE-588)4057630-9 (DE-588)4121428-6 (DE-588)4014894-4 (DE-588)4044614-1 |
| title | Stochastic processes, estimation, and control the entropy approach |
| title_auth | Stochastic processes, estimation, and control the entropy approach |
| title_exact_search | Stochastic processes, estimation, and control the entropy approach |
| title_exact_search_txtP | Stochastic processes, estimation, and control the entropy approach |
| title_full | Stochastic processes, estimation, and control the entropy approach |
| title_fullStr | Stochastic processes, estimation, and control the entropy approach |
| title_full_unstemmed | Stochastic processes, estimation, and control the entropy approach |
| title_short | Stochastic processes, estimation, and control |
| title_sort | stochastic processes estimation and control the entropy approach |
| title_sub | the entropy approach |
| topic | Control theory Entropy Stochastic processes Stochastischer Prozess (DE-588)4057630-9 gnd Optimale Kontrolle (DE-588)4121428-6 gnd Entropie (DE-588)4014894-4 gnd Parameterschätzung (DE-588)4044614-1 gnd |
| topic_facet | Control theory Entropy Stochastic processes Stochastischer Prozess Optimale Kontrolle Entropie Parameterschätzung |
| work_keys_str_mv | AT saridisgeorgen stochasticprocessesestimationandcontroltheentropyapproach |