Categories
Download Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)

Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)

  • Author: Kai-Tai Fang
  • Pages: 304
  • Language: English
  • ISBN/ASIN: 1584885467
  • ISBN13: 9781584885467
  • Upload date: 21-11-2016, 18:13
  • Category: Programming

Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific theoretical/mathematical examinations of computer experiment design are available, those interested in applying proposed methodologies need a practical presentation and straightforward guidance on analyzing and interpreting experiment results.

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.

Download Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)

* If download links doesn't work. Please write a comment.

Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis) Download via usenet

Comments for Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)

Related eBooks

Download Computer-Aided Control Systems Design: Practical Applications Using MATLAB and SimulinkComputer-Aided Control Systems Design: Practical Applications Using MATLAB and Simulink Cheng Siong Chin Download Surrogate-Based Modeling and Optimization: Applications in EngineeringSurrogate-Based Modeling and Optimization: Applications in Engineering Slawomir Koziel Download Statistical Principles for the Design of Experiments: Applications to Real ExperimentsStatistical Principles for the Design of Experiments: Applications to Real Experiments R. Mead Download Response Surface Methodology: Process and Product Optimization Using Designed Experiments, 3eResponse Surface Methodology: Process and Product Optimization Using Designed Experiments, 3e Raymond H. Myers Download Principles of Modeling and Simulation: A Multidisciplinary ApproachPrinciples of Modeling and Simulation: A Multidisciplinary Approach John A. Sokolowski and Catherine M. Banks Download Introduction to Elementary Computational Modeling: Essential Concepts, Principles, and Problem Solving (Chapman & Hall/CRC Computational Science)Introduction to Elementary Computational Modeling: Essential Concepts, Principles, and Problem Solving (Chapman & Hall/CRC Computational Science) Jose Garrido Download Handbook of Design and Analysis of Experiments (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)Handbook of Design and Analysis of Experiments (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) Angela Dean, Max Morris, John Stufken, Derek Bingham Download Designing Fair Curves and Surfaces: Shape Quality in Geometric Modeling and Computer-Aided DesignDesigning Fair Curves and Surfaces: Shape Quality in Geometric Modeling and Computer-Aided Design Nickolas S. Sapidis Download Design and Analysis of Experiments: Classical and Regression Approaches with SAS (Statistics: A Series of Textbooks and Monographs)Design and Analysis of Experiments: Classical and Regression Approaches with SAS (Statistics: A Series of Textbooks and Monographs) Leonard C. Onyiah Download Design and Analysis of Experiments with SASDesign and Analysis of Experiments with SAS John Lawson Download Computer-Based Numerical And Statistical Techniques (Mathematics)Computer-Based Numerical And Statistical Techniques (Mathematics) Manish Goyal Download An Introduction to Splines for Use in Computer Graphics and Geometric Modeling (The Morgan Kaufmann Series in Computer Graphics)An Introduction to Splines for Use in Computer Graphics and Geometric Modeling (The Morgan Kaufmann Series in Computer Graphics) Richard H. Bartels Download Simulation Modeling and ArenaSimulation Modeling and Arena Manuel D. Rossetti Download Product Design Modeling using CAD/CAE: The Computer Aided Engineering Design SeriesProduct Design Modeling using CAD/CAE: The Computer Aided Engineering Design Series Kuang-Hua Chang Download Modeling and Simulation of Discrete Event SystemsModeling and Simulation of Discrete Event Systems Byoung Kyu Choi Download Mechatronics with Experiments, Second EditionMechatronics with Experiments, Second Edition Sabri Cetinkunt Download Environmental Systems Analysis with MATLABEnvironmental Systems Analysis with MATLAB Stefano Marsili-Libelli Download Computer Science Experiments (Facts on File Science Experiments)Computer Science Experiments (Facts on File Science Experiments) Pamela Walker Download Computer Modeling of Water Distribution Systems , 3rd Ed. (M32) (Awwa Manual)Computer Modeling of Water Distribution Systems , 3rd Ed. (M32) (Awwa Manual) American Water Works Association Download Computer Methods for Engineering with MATLAB Applications, Second Edition (Series in Computational and Physical Processes in Mechanics and Thermal Sciences)Computer Methods for Engineering with MATLAB Applications, Second Edition (Series in Computational and Physical Processes in Mechanics and Thermal Sciences) Yogesh Jaluria Download Biomedical Applications of Computer Modeling (Handbooks in Pharmacology and Toxicology)Biomedical Applications of Computer Modeling (Handbooks in Pharmacology and Toxicology) Arthur Christopoulos Download Understanding Petri Nets: Modeling Techniques, Analysis Methods, Case StudiesUnderstanding Petri Nets: Modeling Techniques, Analysis Methods, Case Studies Wolfgang Reisig Download Experimental Methods for the Analysis of Optimization AlgorithmsExperimental Methods for the Analysis of Optimization Algorithms Thomas Bartz-Beielstein, Marco Chiarandini, Luis Paquete Download Computer Organization and Architecture (9th Edition) (William Stallings Books on Computer and Data Communications)Computer Organization and Architecture (9th Edition) (William Stallings Books on Computer and Data Communications) William Stallings