Optimization of Stochastic Discrete Systems and Control on Complex Networks: Computational Networks
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Datensatz im Suchindex
| _version_ | 1819343465730801664 |
|---|---|
| adam_text | OPTIMIZATION OF STOCHASTIC DISCRETE SYSTEMS AND CONTROL ON COMPLEX
NETWORKS
/ LOZOVANU, DMITRII
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
DISCRETE STOCHASTIC PROCESSES, NUMERICAL METHODS FOR MARKOV CHAINS AND
POLYNOMIAL TIME ALGORITHMS
STOCHASTIC OPTIMAL CONTROL PROBLEMS AND MARKOV DECISION PROCESSES WITH
INFINITE TIME HORIZON
A GAME-THEORETICAL APPROACH TO MARKOV DECISION PROCESSES, STOCHASTIC
POSITIONAL GAMES AND MULTICRITERIA CONTROL MODELS
DYNAMIC PROGRAMMING ALGORITHMS FOR FINITE HORIZON CONTROL PROBLEMS AND
MARKOV DECISION PROCESSES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
OPTIMIZATION OF STOCHASTIC DISCRETE SYSTEMS AND CONTROL ON COMPLEX
NETWORKS
/ LOZOVANU, DMITRII
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK PRESENTS THE LATEST FINDINGS ON STOCHASTIC DYNAMIC PROGRAMMING
MODELS AND ON SOLVING OPTIMAL CONTROL PROBLEMS IN NETWORKS. IT INCLUDES
THE AUTHORS’ NEW FINDINGS ON DETERMINING THE OPTIMAL SOLUTION OF
DISCRETE OPTIMAL CONTROL PROBLEMS IN NETWORKS AND ON SOLVING GAME
VARIANTS OF MARKOV DECISION PROBLEMS IN THE CONTEXT OF COMPUTATIONAL
NETWORKS. FIRST, THE BOOK STUDIES THE FINITE STATE SPACE OF MARKOV
PROCESSES AND REVIEWS THE EXISTING METHODS AND ALGORITHMS FOR
DETERMINING THE MAIN CHARACTERISTICS IN MARKOV CHAINS, BEFORE PROPOSING
NEW APPROACHES BASED ON DYNAMIC PROGRAMMING AND COMBINATORIAL METHODS.
CHAPTER TWO IS DEDICATED TO INFINITE HORIZON STOCHASTIC DISCRETE OPTIMAL
CONTROL MODELS AND MARKOV DECISION PROBLEMS WITH AVERAGE AND EXPECTED
TOTAL DISCOUNTED OPTIMIZATION CRITERIA, WHILE CHAPTER THREE DEVELOPS A
SPECIAL GAME-THEORETICAL APPROACH TO MARKOV DECISION PROCESSES AND
STOCHASTIC DISCRETE OPTIMAL CONTROL PROBLEMS. IN CLOSING, THE BOOK’S
FINAL CHAPTER IS DEVOTED TO FINITE HORIZON STOCHASTIC CONTROL PROBLEMS
AND MARKOV DECISION PROCESSES. THE ALGORITHMS DEVELOPED REPRESENT A
VALUABLE CONTRIBUTION TO THE IMPORTANT FIELD OF COMPUTATIONAL NETWORK
THEORY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Lozovanu, Dmitrii Pickl, Stefan 1967- |
| author_GND | (DE-588)12132799X |
| author_facet | Lozovanu, Dmitrii Pickl, Stefan 1967- |
| author_role | aut aut |
| author_sort | Lozovanu, Dmitrii |
| author_variant | d l dl s p sp |
| building | Verbundindex |
| bvnumber | BV042294707 |
| collection | ZDB-2-SBE |
| ctrlnum | (OCoLC)897600287 (DE-599)HBZTT050432485 |
| dewey-full | 658.40301 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.40301 |
| dewey-search | 658.40301 |
| dewey-sort | 3658.40301 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-319-11833-8 |
| format | Electronic eBook |
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| id | DE-604.BV042294707 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:07:03Z |
| institution | BVB |
| isbn | 9783319118338 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027731809 |
| oclc_num | 897600287 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| owner_facet | DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| physical | 1 Online-Ressource (XIX, 400 p. 54 illus) |
| psigel | ZDB-2-SBE |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer International Publishing |
| record_format | marc |
| series | Advances in Computational Management Science |
| series2 | Advances in Computational Management Science |
| spellingShingle | Lozovanu, Dmitrii Pickl, Stefan 1967- Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks Advances in Computational Management Science Wirtschaft Economics Computer software Mathematical optimization Operations research Stochastische Kontrolltheorie (DE-588)4263657-7 gnd Dynamische Optimierung (DE-588)4125677-3 gnd Stochastisches System (DE-588)4057635-8 gnd Diskretes System (DE-588)4401225-1 gnd Markov-Prozess (DE-588)4134948-9 gnd |
| subject_GND | (DE-588)4263657-7 (DE-588)4125677-3 (DE-588)4057635-8 (DE-588)4401225-1 (DE-588)4134948-9 |
| title | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks |
| title_auth | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks |
| title_exact_search | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks |
| title_full | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks by Dmitrii Lozovanu, Stefan Pickl |
| title_fullStr | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks by Dmitrii Lozovanu, Stefan Pickl |
| title_full_unstemmed | Optimization of Stochastic Discrete Systems and Control on Complex Networks Computational Networks by Dmitrii Lozovanu, Stefan Pickl |
| title_short | Optimization of Stochastic Discrete Systems and Control on Complex Networks |
| title_sort | optimization of stochastic discrete systems and control on complex networks computational networks |
| title_sub | Computational Networks |
| topic | Wirtschaft Economics Computer software Mathematical optimization Operations research Stochastische Kontrolltheorie (DE-588)4263657-7 gnd Dynamische Optimierung (DE-588)4125677-3 gnd Stochastisches System (DE-588)4057635-8 gnd Diskretes System (DE-588)4401225-1 gnd Markov-Prozess (DE-588)4134948-9 gnd |
| topic_facet | Wirtschaft Economics Computer software Mathematical optimization Operations research Stochastische Kontrolltheorie Dynamische Optimierung Stochastisches System Diskretes System Markov-Prozess |
| url | https://doi.org/10.1007/978-3-319-11833-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027731809&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=027731809&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035421270 |
| work_keys_str_mv | AT lozovanudmitrii optimizationofstochasticdiscretesystemsandcontroloncomplexnetworkscomputationalnetworks AT picklstefan optimizationofstochasticdiscretesystemsandcontroloncomplexnetworkscomputationalnetworks |