Design and Analysis of Simulation Experiments
This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing and inventory simulations), it also discusses DASE for deterministic simulation (such as engineering...
সংরক্ষণ করুন:
| প্রধান লেখক: | |
|---|---|
| বিন্যাস: | Livre numérique |
| ভাষা: | Anglais |
| প্রকাশিত: |
New York, NY :
Springer US
[20..].
Cham : Springer Nature |
| সংস্করন: | 1st ed. 2008. |
| মালা: | International Series in Operations Research & Management Science
111 |
| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| টীকা: |
L'impression du document génère 225 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Design and analysis of simulation experiments, Jack P.C. Kleijnen,..., New York, Springer, 2007, 1 vol. (xiii-216 p.), International series in operations research & management science, 978-0-387-71812-5 • Design and Analysis of Simulation Experiments, Texte imprimé, 9781441944153 • Design and Analysis of Simulation Experiments, Texte imprimé, 9780387518909 • Design and analysis of simulation experiments, Jack P.C. Kleijnen,..., New York, Springer, 2007, 1 vol. (xiii-216 p.), International series in operations research & management science, 978-0-387-71812-5 |
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| 008 | 080505q2000 xxe ||| |||| 00| 0 eng d | ||
| 009 | PPN123733413 | ||
| 020 | |a 9780387718132 | ||
| 041 | 0 | |a eng | |
| 082 | |a 519.2 | ||
| 084 | |a 62-02. 2010 | ||
| 100 | 1 | |a Kleijnen, Jacobus Petrus Catharinus. | |
| 245 | 1 | 0 | |a Design and Analysis of Simulation Experiments |c Jack P.C. Kleijnen,... |
| 250 | |a 1st ed. 2008. | ||
| 260 | |a New York, NY : |b Springer US. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a International Series in Operations Research & Management Science |v 111 |x 2214-7934 | |
| 500 | |a L'impression du document génère 225 p. | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 504 | |a Bibliogr. Index | ||
| 505 | | | |a Contient des exercices | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing and inventory simulations), it also discusses DASE for deterministic simulation (such as engineering and physics simulations). The text presents both classic and modern statistical designs. Classic designs (e.g., fractional factorials) assume only a few factors with a few values per factor. The resulting input/output data of the simulation experiment are analyzed through low-order polynomials, which are linear regression (meta)models. Modern designs allow many more factors, possible with many values per factor. These designs include group screening (e.g., Sequential Bifurcation, SB) and space filling designs (e.g., Latin Hypercube Sampling, LHS). The data resulting from these modern designs may be analyzed through low-order polynomials for group screening and various metamodel types (e.g., Kriging) for LHS. In this way, the book provides relatively simple solutions for the problem of which scenarios to simulate and how to analyze the resulting data. The book also includes methods for computationally expensive simulations. It discusses only those tactical issues that are closely related to strategic issues; i.e., the text briefly discusses run-length and variance reduction techniques. 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 various scientific disciples--such as operations research, management science, industrial engineering, mathematical statistics, economics, nuclear engineering, computer science, and information systems. The intended audience is comprised of researchers, graduate students, and mature practitioners in the simulation area. They are assumed to have a basic knowledge of simulation and mathematical statistics; nevertheless, the book summarizes these basics, for the readers' convenience | ||
| 650 | |a Statistique |x Modèles mathématiques | ||
| 650 | |a Plan d'expérience | ||
| 650 | |a Statistique mathématique |x Simulation par ordinateur | ||
| 776 | 0 | |0 121718387 |t Design and analysis of simulation experiments |f Jack P.C. Kleijnen,... |c New York |n Springer |d 2007 |p 1 vol. (xiii-216 p.) |s International series in operations research & management science |z 978-0-387-71812-5 | |
| 776 | 0 | |t Design and Analysis of Simulation Experiments |b Texte imprimé |z 9781441944153 | |
| 776 | 0 | |t Design and Analysis of Simulation Experiments |b Texte imprimé |z 9780387518909 | |
| 776 | 0 | |0 121718387 |t Design and analysis of simulation experiments |f Jack P.C. Kleijnen,... |c New York |n Springer |d 2007 |p 1 vol. (xiii-216 p.) |s International series in operations research & management science |z 978-0-387-71812-5 | |
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