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Design and Analysis of Simulation Experiments (Hardcover) Loot Price: R2,749 Discovery Miles 27 490

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Design and Analysis of Simulation Experiments (Hardcover): Jack P.C. Kleijnen
Design and Analysis of Simulation Experiments (Hardcover): Jack P.C. Kleijnen

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Design and Analysis of Simulation Experiments (Hardcover)

Jack P.C. Kleijnen

Series: International Series in Operations Research & Management Science, v. 111

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Loot Price R2,749 Discovery Miles 27 490

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Design and Analysis of Simulation Experiments (DASE) focuses on statistical methods for discrete-event simulation (such as queuing and inventory simulations). In addition, the book 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.

Design and Analysis of Simulation Experiments is an authoritative textbook and reference work for researchers, graduate students, and technical practitioners in simulation. Basic knowledge of simulation and mathematical statistics are expected; however, the book does summarize these basics, for the readers' convenience. In addition, the book provides relatively simple solutions for (a) selecting problems to simulate, (b) how to analyze the resulting data from simulation, and (c) computationally challenging simulation problems.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: International Series in Operations Research & Management Science, v. 111
Release date: October 2007
First published: 2008
Authors: Jack P.C. Kleijnen
Dimensions: 234 x 156 x 14mm (L x W x T)
Format: Hardcover - Laminated cover
Pages: 220
ISBN-13: 978-0-387-71812-5
Barcode: 9780387718125
Categories: Books > Computing & IT > Computer software packages > Computer graphics software
Books > Computing & IT > Computer software packages > Computer graphics software > General
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Books > Computing & IT > Applications of computing > Computer modelling & simulation
LSN: 0-387-71812-5

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