Computer Simulation Validation
Fundamental Concepts, Methodological Frameworks, and Philosophical Perspectives
Editors: Beisbart, Claus, Saam, Nicole J. (Eds.)
Free Preview- Introduces the most important ideas, techniques and strategies of validation
- Presents an interdisciplinary approach, considering simulations from both natural and social sciences
- Includes philosophical reflection on the validation of computer simulation
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- About this book
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This unique volume introduces and discusses the methods of validating computer simulations in scientific research. The core concepts, strategies, and techniques of validation are explained by an international team of pre-eminent authorities, drawing on expertise from various fields ranging from engineering and the physical sciences to the social sciences and history. The work also offers new and original philosophical perspectives on the validation of simulations.
Topics and features: introduces the fundamental concepts and principles related to the validation of computer simulations, and examines philosophical frameworks for thinking about validation; provides an overview of the various strategies and techniques available for validating simulations, as well as the preparatory steps that have to be taken prior to validation; describes commonly used reference points and mathematical frameworks applicable to simulation validation; reviews the legal prescriptions, and the administrative and procedural activities related to simulation validation; presents examples of best practice that demonstrate how methods of validation are applied in various disciplines and with different types of simulation models; covers important practical challenges faced by simulation scientists when applying validation methods and techniques; offers a selection of general philosophical reflections that explore the significance of validation from a broader perspective.This truly interdisciplinary handbook will appeal to a broad audience, from professional scientists spanning all natural and social sciences, to young scholars new to research with computer simulations. Philosophers of science, and methodologists seeking to increase their understanding of simulation validation, will also find much to benefit from in the text.
- About the authors
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Prof. Dr. Dr. Claus Beisbart is Professor for Philosophy of Science (Extraordinarius) in the Institute for Philosophy at the University of Bern, Switzerland.
Prof. Dr. Nicole J. Saam is Professor for Sociology (Chair) in the Institute of Sociology at Friedrich-Alexander University Erlangen-Nürnberg, Germany.
- Table of contents (43 chapters)
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Introduction: Computer Simulation Validation
Pages 1-31
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What is Validation of Computer Simulations? Toward a Clarification of the Concept of Validation and of Related Notions
Pages 35-67
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Simulation Accuracy, Uncertainty, and Predictive Capability: A Physical Sciences Perspective
Pages 69-97
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Verification and Validation Principles from a Systems Perspective
Pages 99-118
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Errors and Uncertainties: Their Sources and Treatment
Pages 119-141
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Table of contents (43 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Computer Simulation Validation
- Book Subtitle
- Fundamental Concepts, Methodological Frameworks, and Philosophical Perspectives
- Editors
-
- Claus Beisbart
- Nicole J. Saam
- Series Title
- Simulation Foundations, Methods and Applications
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-319-70766-2
- DOI
- 10.1007/978-3-319-70766-2
- Hardcover ISBN
- 978-3-319-70765-5
- Series ISSN
- 2195-2817
- Edition Number
- 1
- Number of Pages
- XIII, 1074
- Number of Illustrations
- 47 b/w illustrations, 58 illustrations in colour
- Topics
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