Randomized algorithms in automatic control and data mining:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2015
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| Schriftenreihe: | Intelligent systems reference library
67 |
| Schlagworte: | |
| Online-Zugang: | BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783642547867 |
| DOI: | 10.1007/978-3-642-54786-7 |
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| adam_text | RANDOMIZED ALGORITHMS IN AUTOMATIC CONTROL AND DATA MINING
/ GRANICHIN, OLEG
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
RANDOMIZED ALGORITHMS
RANDOMIZATION IN ESTIMATION, IDENTIFICATION AND FILTERING PROBLEMS UNDER
ARBITRARY EXTERNAL NOISES
DATA MINING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
RANDOMIZED ALGORITHMS IN AUTOMATIC CONTROL AND DATA MINING
/ GRANICHIN, OLEG
: 2015
ABSTRACT / INHALTSTEXT
IN THE FIELDS OF DATA MINING AND CONTROL, THE HUGE AMOUNT OF
UNSTRUCTURED DATA AND THE PRESENCE OF UNCERTAINTY IN SYSTEM DESCRIPTIONS
HAVE ALWAYS BEEN CRITICAL ISSUES. THE BOOK RANDOMIZED ALGORITHMS IN
AUTOMATIC CONTROL AND DATA MINING INTRODUCES THE READERS TO THE
FUNDAMENTALS OF RANDOMIZED ALGORITHM APPLICATIONS IN DATA MINING
(ESPECIALLY CLUSTERING) AND IN AUTOMATIC CONTROL SYNTHESIS. THE METHODS
PROPOSED IN THIS BOOK GUARANTEE THAT THE COMPUTATIONAL COMPLEXITY OF
CLASSICAL ALGORITHMS AND THE CONSERVATIVENESS OF STANDARD ROBUST CONTROL
TECHNIQUES WILL BE REDUCED. IT IS SHOWN THAT WHEN A PROBLEM REQUIRES
BRUTE FORCE IN SELECTING AMONG OPTIONS, ALGORITHMS BASED ON RANDOM
SELECTION OF ALTERNATIVES OFFER GOOD RESULTS WITH CERTAIN PROBABILITY
FOR A RESTRICTED TIME AND SIGNIFICANTLY REDUCE THE VOLUME OF OPERATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-3-642-54786-7 |
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| spellingShingle | Granichin, Oleg 1961- Randomized algorithms in automatic control and data mining Intelligent systems reference library Ingenieurwissenschaften Data mining Engineering Randomisierter Algorithmus (DE-588)4176929-6 gnd |
| subject_GND | (DE-588)4176929-6 |
| title | Randomized algorithms in automatic control and data mining |
| title_auth | Randomized algorithms in automatic control and data mining |
| title_exact_search | Randomized algorithms in automatic control and data mining |
| title_full | Randomized algorithms in automatic control and data mining Oleg Granichin ; Zeev (Vladimir) Volkovich ; Dvora Toledano-Kitai |
| title_fullStr | Randomized algorithms in automatic control and data mining Oleg Granichin ; Zeev (Vladimir) Volkovich ; Dvora Toledano-Kitai |
| title_full_unstemmed | Randomized algorithms in automatic control and data mining Oleg Granichin ; Zeev (Vladimir) Volkovich ; Dvora Toledano-Kitai |
| title_short | Randomized algorithms in automatic control and data mining |
| title_sort | randomized algorithms in automatic control and data mining |
| topic | Ingenieurwissenschaften Data mining Engineering Randomisierter Algorithmus (DE-588)4176929-6 gnd |
| topic_facet | Ingenieurwissenschaften Data mining Engineering Randomisierter Algorithmus |
| url | https://doi.org/10.1007/978-3-642-54786-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027641739&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027641739&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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