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ISBN: 9781441944153

Design and Analysis of Simulation Experiments(DASE) focuses on statistical methods for discrete-event simulation (such as queuing and inventory simulations). In addit… More...

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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Kleijnen, Jack P.C. C.
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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Paperback

2010, ISBN: 9781441944153

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2008, 240 Seiten, Publiziert: 2010-11-25T00:00:01Z, Produktgruppe: Buch, 0.45 kg, Recht, Kategorien, Bücher, Kosten … More...

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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Kleijnen, Jack P.C. C.
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Kleijnen, Jack P.C. C.:
Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Paperback

2010

ISBN: 9781441944153

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2008, 240 Seiten, Publiziert: 2010-11-25T00:00:01Z, Produktgruppe: Buch, 0.45 kg, Recht, Kategorien, Bücher, Kosten … More...

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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Kleijnen, Jack P.C. C.
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Kleijnen, Jack P.C. C.:
Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Paperback

2010, ISBN: 9781441944153

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2008, 240 Seiten, Publiziert: 2010-11-25T00:00:01Z, Produktgruppe: Buch, 1 kg, Recht, Kategorien, Bücher, Kosten & C… More...

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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Kleijnen, Jack P.C. C.
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Kleijnen, Jack P.C. C.:
Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111) - Paperback

2010, ISBN: 9781441944153

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2008, 240 Seiten, Publiziert: 2010-11-25T00:00:01Z, Produktgruppe: Buch, 1 kg, Recht, Kategorien, Bücher, Kosten & C… More...

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Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111)
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ISBN:

9781441944153


Simulation is a widely used methodology in all Applied Science disciplines. This textbook focuses on this crucial phase in the overall process of applying simulation, and includes the best of both classic and modern methods of simulation experimentation. This book will be the standard reference book on the topic for both researchers and sophisticated practitioners, and it will be used as a textbook in courses or seminars focusing on this topic.

Details of the book - Design and Analysis of Simulation Experiments (International Series in Operations Research & Management Science, Band 111)


EAN (ISBN-13): 9781441944153
ISBN (ISBN-10): 144194415X
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer
240 Pages
Weight: 0,369 kg
Language: eng/Englisch

Book in our database since 2011-06-26T02:46:26-04:00 (New York)
Detail page last modified on 2023-09-29T11:41:41-04:00 (New York)
ISBN/EAN: 9781441944153

ISBN - alternate spelling:
1-4419-4415-X, 978-1-4419-4415-3
Alternate spelling and related search-keywords:
Book author: kleijn, jäck, kleij
Book title: experiment design, the design experiments, design and analysis experiments, simulation, design international, research design

Information from Publisher

Author: Jack P.C. Kleijnen
Title: International Series in Operations Research & Management Science; Design and Analysis of Simulation Experiments
Publisher: Springer; Springer US
220 Pages
Publishing year: 2010-11-25
New York; NY; US
Printed / Made in
Language: English
112,34 € (DE)
115,49 € (AT)
137,77 CHF (CH)
POD
XIV, 220 p.

BC; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Latin hypercube; Regression; calculus; design of experiments; linear regression; mathematical statistics; metamodels; robust design; sequential bifurcation; simulation; statistical method; statistics; Probability Theory; Statistical Theory and Methods; Mathematical Modeling and Industrial Mathematics; Operations Research and Decision Theory; Industrial and Production Engineering; Engineering Design; Stochastik; Mathematische Modellierung; Mathematik für Ingenieure; Unternehmensforschung; Management: Entscheidungstheorie; Fertigungstechnik und Ingenieurwesen; Konstruktion, Entwurf; BB

Preface.- Introduction.- Black Box Metamodels.- Low-Order Polynomial Regression.- Metamodels and Designs: A Single Factor.- Low-Order Polynomial Models and Designs: Multiple Factors.- Low-Order Polynomial Models and Screening Designs: Hundreds of Factors.- Kriging Metamodels.- Latin Hypercube Sampling (LHS) and other Space-Filling Designs.- Cross-Validation of Metamodels.- Conclusions and Further Research.
Jack Kleijnen is considered one of the world’s top authorities on simulation and its uses in a variety of problem-solving domains. Professor Kleijnen has worked in the fields of operations research, management science, industrial engineering, mathematical statistics, economics, nuclear engineering, computer science, and information systems. He has a thorough and wide-ranging understanding of problems in these areas and how to use simulation tools to help solve them The leading textbooks on discrete-event simulation pay little attention to the strategic issues of simulation. The author has been working on strategic issues for approximately forty years, in a number of scientific disciples Methods for computationally expensive simulations are also included and tactical issues closely related to strategic issues are discussed (i.e., the text briefly discusses run-length and variance reduction techniques)
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