Optimal learning:
"This text presents optimal learning techniques with applications in energy, homeland security, health, sports, transportation science, biomedical research, biosurveillance, stochastic optimization, high technology, and complex resource allocation problems. The coverage utilizes a relatively ne...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, NJ
Wiley
2012
|
| Schriftenreihe: | Wiley series in probability and statistics
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | "This text presents optimal learning techniques with applications in energy, homeland security, health, sports, transportation science, biomedical research, biosurveillance, stochastic optimization, high technology, and complex resource allocation problems. The coverage utilizes a relatively new class of algorithmic strategies known as approximate dynamic programming, which merges dynamic programming (Markov decision processes), math programming (linear, nonlinear, and integer), simulation, and statistics. It features mathematical techniques that are applicable to a variety of situations, from identifying promising drug candidates to figuring out the best evacuation plan in the event of a natural disaster"-- |
| Beschreibung: | Literaturverz. S. 366 - 379 |
| Beschreibung: | XIX, 384 S. Ill., graph. Darst. |
| ISBN: | 9780470596692 |
Internformat
MARC
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| 020 | |a 9780470596692 |c hardback |9 978-0-470-59669-2 | ||
| 035 | |a (OCoLC)799011614 | ||
| 035 | |a (DE-599)GBV679654739 | ||
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| 100 | 1 | |a Powell, Warren B. |d 1955- |e Verfasser |0 (DE-588)170298175 |4 aut | |
| 245 | 1 | 0 | |a Optimal learning |c Warren B. Powell ; Ilya O. Ryzhov |
| 264 | 1 | |a Hoboken, NJ |b Wiley |c 2012 | |
| 300 | |a XIX, 384 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Wiley series in probability and statistics | |
| 500 | |a Literaturverz. S. 366 - 379 | ||
| 520 | 1 | |a "This text presents optimal learning techniques with applications in energy, homeland security, health, sports, transportation science, biomedical research, biosurveillance, stochastic optimization, high technology, and complex resource allocation problems. The coverage utilizes a relatively new class of algorithmic strategies known as approximate dynamic programming, which merges dynamic programming (Markov decision processes), math programming (linear, nonlinear, and integer), simulation, and statistics. It features mathematical techniques that are applicable to a variety of situations, from identifying promising drug candidates to figuring out the best evacuation plan in the event of a natural disaster"-- | |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
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| 700 | 1 | |a Ryzhov, Ilya O. |e Verfasser |4 aut | |
| 856 | 4 | |m DE-601 |q pdf/application |u http://www.gbv.de/dms/ilmenau/toc/679654739.PDF |3 Inhaltsverzeichnis | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-025193704 | ||
Datensatz im Suchindex
| _version_ | 1804149371964489728 |
|---|---|
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| author | Powell, Warren B. 1955- Ryzhov, Ilya O. |
| author_GND | (DE-588)170298175 |
| author_facet | Powell, Warren B. 1955- Ryzhov, Ilya O. |
| author_role | aut aut |
| author_sort | Powell, Warren B. 1955- |
| author_variant | w b p wb wbp i o r io ior |
| building | Verbundindex |
| bvnumber | BV040339407 |
| classification_rvk | ST 300 |
| ctrlnum | (OCoLC)799011614 (DE-599)GBV679654739 |
| dewey-full | 006.31 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.31 |
| dewey-search | 006.31 |
| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV040339407 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:21:58Z |
| institution | BVB |
| isbn | 9780470596692 |
| language | English |
| lccn | 2011047629 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025193704 |
| oclc_num | 799011614 |
| open_access_boolean | |
| owner | DE-29T DE-384 DE-706 |
| owner_facet | DE-29T DE-384 DE-706 |
| physical | XIX, 384 S. Ill., graph. Darst. |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Wiley |
| record_format | marc |
| series2 | Wiley series in probability and statistics |
| spelling | Powell, Warren B. 1955- Verfasser (DE-588)170298175 aut Optimal learning Warren B. Powell ; Ilya O. Ryzhov Hoboken, NJ Wiley 2012 XIX, 384 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and statistics Literaturverz. S. 366 - 379 "This text presents optimal learning techniques with applications in energy, homeland security, health, sports, transportation science, biomedical research, biosurveillance, stochastic optimization, high technology, and complex resource allocation problems. The coverage utilizes a relatively new class of algorithmic strategies known as approximate dynamic programming, which merges dynamic programming (Markov decision processes), math programming (linear, nonlinear, and integer), simulation, and statistics. It features mathematical techniques that are applicable to a variety of situations, from identifying promising drug candidates to figuring out the best evacuation plan in the event of a natural disaster"-- Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 s DE-604 Ryzhov, Ilya O. Verfasser aut DE-601 pdf/application http://www.gbv.de/dms/ilmenau/toc/679654739.PDF Inhaltsverzeichnis |
| spellingShingle | Powell, Warren B. 1955- Ryzhov, Ilya O. Optimal learning Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 |
| title | Optimal learning |
| title_auth | Optimal learning |
| title_exact_search | Optimal learning |
| title_full | Optimal learning Warren B. Powell ; Ilya O. Ryzhov |
| title_fullStr | Optimal learning Warren B. Powell ; Ilya O. Ryzhov |
| title_full_unstemmed | Optimal learning Warren B. Powell ; Ilya O. Ryzhov |
| title_short | Optimal learning |
| title_sort | optimal learning |
| topic | Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Maschinelles Lernen |
| url | http://www.gbv.de/dms/ilmenau/toc/679654739.PDF |
| work_keys_str_mv | AT powellwarrenb optimallearning AT ryzhovilyao optimallearning |