Stochastic recursive algorithms for optimization: simultaneous perturbation methods
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Springer
2013
|
| Schriftenreihe: | Lecture notes in control and information sciences
434 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext |
| Beschreibung: | Part I: Introduction to Stochastic Recursive Algorithms -- Introduction -- Deterministic Algorithms for Local Search -- Stochastic Approximation Algorithms -- Part II: Gradient Estimation Schemes -- Kiefer-Wolfowitz Algorithm -- Gradient Schemes with Simultaneous Perturbation Stochastic Approximation -- Smoothed Functional Gradient Schemes -- Part III: Hessian Estimation Schemes -- Hessian Estimation with Simultaneous Perturbation Stochasti Approximation -- Smoothed Functional Hessian Schemes -- Part IV: Variations to the Basic Scheme -- Discrete Optimization -- Algorithms for Contrained Optimization -- Reinforcement Learning -- Part V: Applications -- Service Systems -- Road Traffic Control -- Communication Networks |
| Beschreibung: | 1 Online-Ressource (XVIII, 302 p. 12 illus) |
| ISBN: | 9781447142850 |
| DOI: | 10.1007/978-1-4471-4285-0 |
Internformat
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Datensatz im Suchindex
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| author | Bhatnagar, Shalabh Prasad, H. L. Prashanth, L. A. |
| author_facet | Bhatnagar, Shalabh Prasad, H. L. Prashanth, L. A. |
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| dewey-full | 629.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 629 - Other branches of engineering |
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| dewey-sort | 3629.8 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-1-4471-4285-0 |
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| id | DE-604.BV040677462 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T16:14:51Z |
| institution | BVB |
| isbn | 9781447142850 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025503913 |
| oclc_num | 820469081 |
| open_access_boolean | |
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| owner_facet | DE-898 DE-BY-UBR DE-634 DE-573 DE-92 DE-Aug4 DE-859 DE-706 DE-863 DE-BY-FWS |
| physical | 1 Online-Ressource (XVIII, 302 p. 12 illus) |
| psigel | ZDB-2-ENG |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in control and information sciences |
| series2 | Lecture notes in control and information sciences |
| spellingShingle | Bhatnagar, Shalabh Prasad, H. L. Prashanth, L. A. Stochastic recursive algorithms for optimization simultaneous perturbation methods Lecture notes in control and information sciences Ingenieurwissenschaften Engineering Systems theory Mathematical optimization |
| title | Stochastic recursive algorithms for optimization simultaneous perturbation methods |
| title_auth | Stochastic recursive algorithms for optimization simultaneous perturbation methods |
| title_exact_search | Stochastic recursive algorithms for optimization simultaneous perturbation methods |
| title_full | Stochastic recursive algorithms for optimization simultaneous perturbation methods S. Bhatnagar ; H. L. Prasad ; L. A. Prashanth |
| title_fullStr | Stochastic recursive algorithms for optimization simultaneous perturbation methods S. Bhatnagar ; H. L. Prasad ; L. A. Prashanth |
| title_full_unstemmed | Stochastic recursive algorithms for optimization simultaneous perturbation methods S. Bhatnagar ; H. L. Prasad ; L. A. Prashanth |
| title_short | Stochastic recursive algorithms for optimization |
| title_sort | stochastic recursive algorithms for optimization simultaneous perturbation methods |
| title_sub | simultaneous perturbation methods |
| topic | Ingenieurwissenschaften Engineering Systems theory Mathematical optimization |
| topic_facet | Ingenieurwissenschaften Engineering Systems theory Mathematical optimization |
| url | https://doi.org/10.1007/978-1-4471-4285-0 |
| volume_link | (DE-604)BV014011570 |
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