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Titlebook: Design and Analysis of Simulation Experiments; Jack P.C. Kleijnen Book 2015Latest edition Springer International Publishing Switzerland 20

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書目名稱Design and Analysis of Simulation Experiments
編輯Jack P.C. Kleijnen
視頻videohttp://file.papertrans.cn/269/268514/268514.mp4
概述Focuses on the crucial phase of designing and analyzing simulation experiments.Includes both classic and modern methods, providing a state-of-the-art treatment of the topic.Presents author’s most rece
叢書名稱International Series in Operations Research & Management Science
圖書封面Titlebook: Design and Analysis of Simulation Experiments; Jack P.C. Kleijnen Book 2015Latest edition Springer International Publishing Switzerland 20
描述.This is a new edition of Kleijnen’s advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE).? Altogether, this new edition has approximately 50% new material not in the original book.? More specifically, the author has made significant changes to the book’s organization, including placing the chapter on Screening Designs immediately after the chapters on Classic Designs, and reversing the order of the chapters on Simulation Optimization and Kriging Metamodels.? The latter two chapters reflect how active the research has been in these areas..The validation section has been moved into the chapter on Classic Assumptions versus Simulation Practice, and the chapter on Screening now has? a section on selecting the number of replications in sequential bifurcation through Wald’s sequential probability ration test, as well as a section on sequential bifurcation for multiple types of simulation responses.? Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter..From Reviews of the First Edition:.“Jack Kleijnen has once again produced a cutting-edg
出版日期Book 2015Latest edition
關(guān)鍵詞Deterministic Simulation; Discrete-Event Simulation; Kriging; Metamodels; Polynomial Metamodels; Simulati
版次2
doihttps://doi.org/10.1007/978-3-319-18087-8
isbn_softcover978-3-319-33071-6
isbn_ebook978-3-319-18087-8Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightSpringer International Publishing Switzerland 2015
The information of publication is updating

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Book 2015Latest editionential bifurcation for multiple types of simulation responses.? Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter..From Reviews of the First Edition:.“Jack Kleijnen has once again produced a cutting-edg
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Grammatical Concepts for Pedagogical Grammaretermination .. and the adjusted coefficient ., and cross-validation; this section also discusses how classic low-order polynomial metamodels (detailed in the preceding chapter) may be improved in practice. Section 3.7 summarizes the major conclusions of this chapter. The chapter ends with solutions
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Classic Regression Metamodels and Their Designs,d-degree polynomials, focussing on . (CCDs). Section?2.10 briefly examines “optimal” designs and other designs. Section?2.11 summarizes the major conclusions of this chapter. The chapter ends with appendixes, solutions for the exercises, and references.
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Screening the Many Inputs of Realistic Simulation Models,ined through Wald’s sequential probability ratio test (SPRT). Section?4.6 discusses . (MSB), which extends SB to problems with multiple types of simulation responses (multivariate output). Section?4.7 discusses validation of the SB and MSB assumptions. Section?4.8summarizes the major conclusions of
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