Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)
On Sale Now! Save 10% on the Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis) by Chapman and Hall/CRC at EMS Linux. Hurry! Limited time offer. Offer valid only while supplies last. Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences.
Written by authors with strong academic reputations and real-world practical experience, Design and Modeling for Computer Experiments is exactly the kind of treatment you need. The authors blend a sound, modern statistical approach with extensive engineering applications and clearly delineate the steps required to successfully model a problem and provide an analysis that will help find the solution. Part I introduces the design and modeling of computer experiments and the basic concepts used throughout the book. Part II focuses on the design of computer experiments. The authors present the most popular space-filling designs - like Latin hypercube sampling and its modifications and uniform design - including their definitions, properties, construction and related generating algorithms. Part III discusses the modeling of data from computer experiments. Here the authors present various modeling techniques and discuss model interpretation, including sensitivity analysis. An appendix reviews the statistics and mathematics concepts needed, and numerous examples clarify the techniques and their implementation.
The complexity of real physical systems means that there is usually no simple analytic formula that sufficiently describes the phenomena. Useful both as a textbook and professional reference, this book presents the techniques you need to design and model computer experiments for practical problem solving.
|Manufacturer:||Chapman and Hall/CRC|
|Publisher:||Chapman and Hall/CRC|
|Studio:||Chapman and Hall/CRC|
|Item Weight:||1.25 pounds|
|Item Size:||1 x 9.25 x 9.25 inches|
|Package Weight:||1.15 pounds|
|Package Size:||6.1 x 0.9 x 0.9 inches|