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Design and analysis of simulation experiments [electronic resource] / 2nd ed

Design and analysis of simulation experiments [electronic resource] / 2nd ed

자료유형
E-Book(소장)
개인저자
Kleijnen, Jack P. C.
서명 / 저자사항
Design and analysis of simulation experiments [electronic resource] / Jack P.C. Kleijnen.
판사항
2nd ed.
발행사항
Cham :   Springer International Publishing :   Imprint: Springer,   2015.  
형태사항
1 online resource (xv, 322 p.) : ill.
총서사항
International series in operations research & management science,0884-8289 ; 230
ISBN
9783319180878
요약
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-edge approach to the design and analysis of simulation experiments.”  (William E. BILES, JASA, June 2009, Vol. 104, No. 486).
일반주기
Title from e-Book title page.  
내용주기
Introduction -- Classic regression metamodels and their designs -- Classic assumptions versus simulation practice -- Screening the many inputs of realistic simulation models -- Kriging metamodels and their designs -- Simulation optimization.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Simulation methods.
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100 1 ▼a Kleijnen, Jack P. C.
245 1 0 ▼a Design and analysis of simulation experiments ▼h [electronic resource] / ▼c Jack P.C. Kleijnen.
250 ▼a 2nd ed.
260 ▼a Cham : ▼b Springer International Publishing : ▼b Imprint: Springer, ▼c 2015.
300 ▼a 1 online resource (xv, 322 p.) : ▼b ill.
490 1 ▼a International series in operations research & management science, ▼x 0884-8289 ; ▼v 230
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Introduction -- Classic regression metamodels and their designs -- Classic assumptions versus simulation practice -- Screening the many inputs of realistic simulation models -- Kriging metamodels and their designs -- Simulation optimization.
520 ▼a 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-edge approach to the design and analysis of simulation experiments.”  (William E. BILES, JASA, June 2009, Vol. 104, No. 486).
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Simulation methods.
830 0 ▼a International series in operations research & management science ; ▼v 230.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-319-18087-8
945 ▼a KLPA
991 ▼a E-Book(소장)

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