Markov decision processes with information costs: theory and application
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2013
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| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis |
| Beschreibung: | Nebentitel: Markov-Kontroll-Prozesse mit Informationskosten |
| Beschreibung: | 132 S. graph. Darst. |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804150561239465984 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
INTRODUCTION 1
1 FUNDAMENTALS OF MARKOV CONTROL THEORY 5
1.1 ORIGINAL MARKOV CONTROL THEORY 6
1.1.1 THE DISCOUNTED-COST CRITERION 12
1.1.2 THE AVERAGE-COST CRITERION 20
1.2 NUMERICAL REALIZATION 26
1.3 PARTIALLY OBSERVABLE MARKOV DECISION PROCESSES 35
2 MARKOV CONTROL WITH INFORMATION COSTS 43
2.1 THE CONTROL MODEL 44
2.2 THE DISCOUNTED-COST CRITERION 49
2.2.1 THE DISCOUNTED-COST OPTIMALITY EQUATION 49
2.2.2 COST SPLITTING FOR DISCOUNTED COSTS 60
2.2.3 MONOTONICITY AND CONTINUITY WITH RESPECT TO K M { 0 66
2.2.4 SENSITIVITY WITH RESPECT TO LAG TIMES T ( X ) 77
2.3 THE AVERAGE-COST CRITERION 78
2.3.1 THE AVERAGE-COST OPTIMALITY EQUATION 79
2.3.2 COST SPLITTING FOR AVERAGE COSTS 91
2.3.3 MONOTONICITY AND CONTINUITY WITH RESPECT TO A:; N F 0 94
2.3.4 SENSITIVITY WITH RESPECT TO LAG TIMES R(X) 99
2.4 COMPARING DISCOUNTED AND AVERAGE COSTS 100
3 APPLICATION TO TREATMENT SCHEDULING IN HIV-1 103
3.1 HIV DYNAMICS MODEL 104
3.2 OPTIMAL CONTROL AND COST SPLITTING 110
3.3 SENSITIVITY WITH RESPECT TO LAG TIMES T ( X ) 116
3.4 LIFE EXPECTANCY SUBJECT TO PARAMETER VARIATIONS 118
SUMMARY 121
ZUSAMMENFASSUNG 123
HTTP://D-NB.INFO/1042783373
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| any_adam_object | 1 |
| author | Winkelmann, Stefanie |
| author_GND | (DE-588)1037279719 |
| author_facet | Winkelmann, Stefanie |
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| author_variant | s w sw |
| building | Verbundindex |
| bvnumber | BV041156743 |
| collection | ebook |
| ctrlnum | (OCoLC)865724207 (DE-599)BVBBV041156743 |
| dewey-full | 519.233 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.233 |
| dewey-search | 519.233 |
| dewey-sort | 3519.233 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Thesis Book |
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| spelling | Winkelmann, Stefanie Verfasser (DE-588)1037279719 aut Markov decision processes with information costs theory and application Stefanie Winkelmann Markov-Kontroll-Prozesse mit Informationskosten 2013 132 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Nebentitel: Markov-Kontroll-Prozesse mit Informationskosten Berlin, Freie Univ., Diss., 2013 Diskrete Optimierung (DE-588)4150179-2 gnd rswk-swf Unvollkommene Information (DE-588)4140474-9 gnd rswk-swf Informationskosten (DE-588)4026915-2 gnd rswk-swf Markov-Prozess (DE-588)4134948-9 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Markov-Prozess (DE-588)4134948-9 s Unvollkommene Information (DE-588)4140474-9 s Diskrete Optimierung (DE-588)4150179-2 s Informationskosten (DE-588)4026915-2 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:kobv:188-fudissthesis000000094689-8 http://www.diss.fu-berlin.de/diss/receive/FUDISS_thesis_000000094689 kostenfrei Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026132099&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Winkelmann, Stefanie Markov decision processes with information costs theory and application Diskrete Optimierung (DE-588)4150179-2 gnd Unvollkommene Information (DE-588)4140474-9 gnd Informationskosten (DE-588)4026915-2 gnd Markov-Prozess (DE-588)4134948-9 gnd |
| subject_GND | (DE-588)4150179-2 (DE-588)4140474-9 (DE-588)4026915-2 (DE-588)4134948-9 (DE-588)4113937-9 |
| title | Markov decision processes with information costs theory and application |
| title_alt | Markov-Kontroll-Prozesse mit Informationskosten |
| title_auth | Markov decision processes with information costs theory and application |
| title_exact_search | Markov decision processes with information costs theory and application |
| title_full | Markov decision processes with information costs theory and application Stefanie Winkelmann |
| title_fullStr | Markov decision processes with information costs theory and application Stefanie Winkelmann |
| title_full_unstemmed | Markov decision processes with information costs theory and application Stefanie Winkelmann |
| title_short | Markov decision processes with information costs |
| title_sort | markov decision processes with information costs theory and application |
| title_sub | theory and application |
| topic | Diskrete Optimierung (DE-588)4150179-2 gnd Unvollkommene Information (DE-588)4140474-9 gnd Informationskosten (DE-588)4026915-2 gnd Markov-Prozess (DE-588)4134948-9 gnd |
| topic_facet | Diskrete Optimierung Unvollkommene Information Informationskosten Markov-Prozess Hochschulschrift |
| url | http://www.diss.fu-berlin.de/diss/receive/FUDISS_thesis_000000094689 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026132099&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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