Applied Probability and Stochastic Processes:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2010
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHI01 FHN01 FHR01 Volltext |
| Beschreibung: | This book presents applied probability and stochastic processes in an elementary but mathematically precise manner, with numerous examples and exercises to illustrate the range of engineering and science applications of the concepts. The book is designed to give the reader an intuitive understanding of probabilistic reasoning, in addition to an understanding of mathematical concepts and principles. The initial chapters present a summary of probability and statistics and then Poisson processes, Markov chains, Markov processes and queuing processes are introduced. Advanced topics include simulation, inventory theory, replacement theory, Markov decision theory, and the use of matrix geometric procedures in the analysis of queues. Included in the second edition are appendices at the end of several chapters giving suggestions for the use of Excel in solving the problems of the chapter. Also new in this edition are an introductory chapter on statistics and a chapter on Poisson processes that includes some techniques used in risk assessment. The old chapter on queues has been expanded and broken into two new chapters: one for simple queuing processes and one for queuing networks. Support is provided through the web site http://apsp.tamu.edu where students will have the answers to odd numbered problems and instructors will have access to full solutions and Excel files for homework |
| Beschreibung: | 1 Online-Ressource (XV, 397p. 86 illus) |
| ISBN: | 9783642051586 |
| DOI: | 10.1007/978-3-642-05158-6 |
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Feldman, Richard M. |
| author_facet | Feldman, Richard M. |
| author_role | aut |
| author_sort | Feldman, Richard M. |
| author_variant | r m f rm rmf |
| building | Verbundindex |
| bvnumber | BV041889699 |
| classification_rvk | SK 820 |
| collection | ZDB-2-ENG |
| contents | Basic Probability Review -- Basics of Monte Carlo Simulation -- Basic Statistical Review -- Poisson Processes -- Markov Chains -- Markov Processes -- Queueing Processes -- Queueing Networks -- Event-Driven Simulation and Output Analyses -- Inventory Theory -- Replacement Theory -- Markov Decision Processes -- Advanced Queues |
| ctrlnum | (OCoLC)643089693 (DE-599)BVBBV041889699 |
| dewey-full | 658.5 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.5 |
| dewey-search | 658.5 |
| dewey-sort | 3658.5 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-642-05158-6 |
| format | Electronic eBook |
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| id | DE-604.BV041889699 |
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| indexdate | 2024-07-10T01:07:33Z |
| institution | BVB |
| isbn | 9783642051586 |
| language | English |
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| spelling | Feldman, Richard M. Verfasser aut Applied Probability and Stochastic Processes by Richard M. Feldman, Ciriaco Valdez-Flores Berlin, Heidelberg Springer Berlin Heidelberg 2010 1 Online-Ressource (XV, 397p. 86 illus) txt rdacontent c rdamedia cr rdacarrier This book presents applied probability and stochastic processes in an elementary but mathematically precise manner, with numerous examples and exercises to illustrate the range of engineering and science applications of the concepts. The book is designed to give the reader an intuitive understanding of probabilistic reasoning, in addition to an understanding of mathematical concepts and principles. The initial chapters present a summary of probability and statistics and then Poisson processes, Markov chains, Markov processes and queuing processes are introduced. Advanced topics include simulation, inventory theory, replacement theory, Markov decision theory, and the use of matrix geometric procedures in the analysis of queues. Included in the second edition are appendices at the end of several chapters giving suggestions for the use of Excel in solving the problems of the chapter. Also new in this edition are an introductory chapter on statistics and a chapter on Poisson processes that includes some techniques used in risk assessment. The old chapter on queues has been expanded and broken into two new chapters: one for simple queuing processes and one for queuing networks. Support is provided through the web site http://apsp.tamu.edu where students will have the answers to odd numbered problems and instructors will have access to full solutions and Excel files for homework Basic Probability Review -- Basics of Monte Carlo Simulation -- Basic Statistical Review -- Poisson Processes -- Markov Chains -- Markov Processes -- Queueing Processes -- Queueing Networks -- Event-Driven Simulation and Output Analyses -- Inventory Theory -- Replacement Theory -- Markov Decision Processes -- Advanced Queues Engineering Computer simulation Engineering economy Business logistics Engineering Economics, Organization, Logistics, Marketing Production/Logistics Simulation and Modeling Statistical Physics, Dynamical Systems and Complexity Ingenieurwissenschaften Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd rswk-swf Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Stochastischer Prozess (DE-588)4057630-9 s Wahrscheinlichkeitsrechnung (DE-588)4064324-4 s 2\p DE-604 Valdez-Flores, Ciriaco Sonstige oth Erscheint auch als Druckausgabe 978-3-642-05155-5 https://doi.org/10.1007/978-3-642-05158-6 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Feldman, Richard M. Applied Probability and Stochastic Processes Basic Probability Review -- Basics of Monte Carlo Simulation -- Basic Statistical Review -- Poisson Processes -- Markov Chains -- Markov Processes -- Queueing Processes -- Queueing Networks -- Event-Driven Simulation and Output Analyses -- Inventory Theory -- Replacement Theory -- Markov Decision Processes -- Advanced Queues Engineering Computer simulation Engineering economy Business logistics Engineering Economics, Organization, Logistics, Marketing Production/Logistics Simulation and Modeling Statistical Physics, Dynamical Systems and Complexity Ingenieurwissenschaften Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd Stochastischer Prozess (DE-588)4057630-9 gnd |
| subject_GND | (DE-588)4064324-4 (DE-588)4057630-9 (DE-588)4123623-3 |
| title | Applied Probability and Stochastic Processes |
| title_auth | Applied Probability and Stochastic Processes |
| title_exact_search | Applied Probability and Stochastic Processes |
| title_full | Applied Probability and Stochastic Processes by Richard M. Feldman, Ciriaco Valdez-Flores |
| title_fullStr | Applied Probability and Stochastic Processes by Richard M. Feldman, Ciriaco Valdez-Flores |
| title_full_unstemmed | Applied Probability and Stochastic Processes by Richard M. Feldman, Ciriaco Valdez-Flores |
| title_short | Applied Probability and Stochastic Processes |
| title_sort | applied probability and stochastic processes |
| topic | Engineering Computer simulation Engineering economy Business logistics Engineering Economics, Organization, Logistics, Marketing Production/Logistics Simulation and Modeling Statistical Physics, Dynamical Systems and Complexity Ingenieurwissenschaften Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd Stochastischer Prozess (DE-588)4057630-9 gnd |
| topic_facet | Engineering Computer simulation Engineering economy Business logistics Engineering Economics, Organization, Logistics, Marketing Production/Logistics Simulation and Modeling Statistical Physics, Dynamical Systems and Complexity Ingenieurwissenschaften Wahrscheinlichkeitsrechnung Stochastischer Prozess Lehrbuch |
| url | https://doi.org/10.1007/978-3-642-05158-6 |
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