Verification And Validation For Modeling And Simulation

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Verification and Validation for Modeling and Simulation

Jeffrey Strickland
Verification and Validation for Modeling and Simulation Book PDF

Author : Jeffrey Strickland
Publisher : Lulu.com
Page : 473 pages
File Size : 44,6 Mb
Release : 2014-12-08
Category : Technology & Engineering
ISBN : 9781312740617

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Verification and Validation for Modeling and Simulation by Jeffrey Strickland Pdf

This work began when I was appointed as a Technical Director for Modeling and Simulation (M&S) Verification and Validation (V&V) for a major defense system in 2008. It is intended to provide the nuts and bolts of performing M&S V&V in one volume. It is not intended to provide a holistic approach to M&S V&V, as that can be derived from other sources. As such, this book assumes a basic understanding of V&V, including its place in the lifecycle, its purpose and its scope for ensuring the quality of models and simulations. During the process of developing this text, the Simulation Interoperability Standards Organization (SISO) completed SISO-GUIDE-001.2-2013, Guide for Generic Methodology for Verification and Validation (GM-VV) to Support Acceptance of Models, Simulations, and Data, 2 Volumes, June 2013. The guide does serve the purpose not covered by this book. This text provides procedural details for performing V&V. The procedures are static, dynamic and informal.

Testing and Validation of Computer Simulation Models

David J. Murray-Smith
Testing and Validation of Computer Simulation Models Book PDF

Author : David J. Murray-Smith
Publisher : Springer
Page : 252 pages
File Size : 48,9 Mb
Release : 2015-10-08
Category : Computers
ISBN : 9783319150994

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Testing and Validation of Computer Simulation Models by David J. Murray-Smith Pdf

This must-read text/reference provides a practical guide to processes involved in the development and application of dynamic simulation models, covering a wide range of issues relating to testing, verification and validation. Illustrative example problems in continuous system simulation are presented throughout the book, supported by extended case studies from a number of interdisciplinary applications. Topics and features: provides an emphasis on practical issues of model quality and validation, along with questions concerning the management of simulation models, the use of model libraries, and generic models; contains numerous step-by-step examples; presents detailed case studies, often with accompanying datasets; includes discussion of hybrid models, which involve a combination of continuous system and discrete-event descriptions; examines experimental modeling approaches that involve system identification and parameter estimation; offers supplementary material at an associated website.

Verification and Validation in Scientific Computing

William L. Oberkampf,Christopher J. Roy
Verification and Validation in Scientific Computing Book PDF

Author : William L. Oberkampf,Christopher J. Roy
Publisher : Cambridge University Press
Page : 782 pages
File Size : 42,9 Mb
Release : 2010-10-14
Category : Computers
ISBN : 9781139491761

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Verification and Validation in Scientific Computing by William L. Oberkampf,Christopher J. Roy Pdf

Advances in scientific computing have made modelling and simulation an important part of the decision-making process in engineering, science, and public policy. This book provides a comprehensive and systematic development of the basic concepts, principles, and procedures for verification and validation of models and simulations. The emphasis is placed on models that are described by partial differential and integral equations and the simulations that result from their numerical solution. The methods described can be applied to a wide range of technical fields, from the physical sciences, engineering and technology and industry, through to environmental regulations and safety, product and plant safety, financial investing, and governmental regulations. This book will be genuinely welcomed by researchers, practitioners, and decision makers in a broad range of fields, who seek to improve the credibility and reliability of simulation results. It will also be appropriate either for university courses or for independent study.

Computer Simulation Validation

Claus Beisbart,Nicole J. Saam
Computer Simulation Validation Book PDF

Author : Claus Beisbart,Nicole J. Saam
Publisher : Springer
Page : 1074 pages
File Size : 44,7 Mb
Release : 2019-04-09
Category : Computers
ISBN : 9783319707662

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Computer Simulation Validation by Claus Beisbart,Nicole J. Saam Pdf

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.

AIAA Guide for the Verification and Validation of Computational Fluid Dynamics Simulations

American Institute of Aeronautics and Astronautics
AIAA Guide for the Verification and Validation of Computational Fluid Dynamics Simulations Book PDF

Author : American Institute of Aeronautics and Astronautics
Publisher : AIAA (American Institute of Aeronautics & Astronautics)
Page : 0 pages
File Size : 54,6 Mb
Release : 1998
Category : Computational fluid dynamics
ISBN : 1563472856

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AIAA Guide for the Verification and Validation of Computational Fluid Dynamics Simulations by American Institute of Aeronautics and Astronautics Pdf

This document defines a number of key terms, discusses fundamental concepts, and specifies general procedures for conducting verification and validation of computational fluid dynamics simulations. It's goal is to provide a foundation for the major issues and concepts in verification and validation. However, it does not recommend standards in these areas because a number of important issues are not yet resolved.

Testing and Validation of Computer Simulation Models

David J. Murray-Smith
Testing and Validation of Computer Simulation Models Book PDF

Author : David J. Murray-Smith
Publisher : Unknown
Page : 128 pages
File Size : 51,6 Mb
Release : 2015
Category : Electronic
ISBN : 3319151002

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Testing and Validation of Computer Simulation Models by David J. Murray-Smith Pdf

This must-read text/reference provides a practical guide to processes involved in the development and application of dynamic simulation models, covering a wide range of issues relating to testing, verification and validation. Illustrative example problems in continuous system simulation are presented throughout the book, supported by extended case studies from a number of interdisciplinary applications. Topics and features: Provides an emphasis on practical issues of model quality and validation, along with questions concerning the management of simulation models, the use of model libraries, and generic models Contains numerous step-by-step examples Presents detailed case studies, often with accompanying datasets for readers to use in model validation and testing exercises Includes discussion of hybrid models, which involve a combination of continuous system and discrete-event descriptions Examines experimental modeling approaches that involve system identification and parameter estimation, emphasizing the practical importance of more theoretical concepts such as identifiability and test input design Offers supplementary material at an associated website, including links for readers without prior experience in this field to expand their background knowledge This highly useful, hands-on work will be of great benefit to practitioners and professionals who use simulation and modeling techniques in their work, as well as to students in graduate-level courses on modeling and simulation. Dr. David Murray-Smith is an Emeritus Professor and Honorary Senior Research Fellow at the University of Glasgow.

Simulation Validation

Peter L. Knepell,Deborah C. Arangno
Simulation Validation Book PDF

Author : Peter L. Knepell,Deborah C. Arangno
Publisher : John Wiley & Sons
Page : 174 pages
File Size : 40,7 Mb
Release : 1993-06-13
Category : Computers
ISBN : 0818635126

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Simulation Validation by Peter L. Knepell,Deborah C. Arangno Pdf

Helps you ensure that your simulations are appropriate representations of real-world systems. The book concentrates on the differentiation between the assessment of a simulation tool and the verification and validation of general software products. It is a systematic, procedural, practical guide that you can use to enhance the credibility of your simulation models. In addition, it is a valuable reference book and a road map for software developers and quality assurance experts, or as a text for simulation methodology and software engineering courses. This book details useful assessment procedures and phases, discusses ways to tailor the methodology for specific situations and objectives, and provides numerous assessment aids. The reader can use these aids to support ongoing assessments over the entire life cycle of the model.

Handbook of Simulation

Jerry Banks
Handbook of Simulation Book PDF

Author : Jerry Banks
Publisher : John Wiley & Sons
Page : 868 pages
File Size : 47,7 Mb
Release : 1998-09-14
Category : Technology & Engineering
ISBN : 0471134031

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Handbook of Simulation by Jerry Banks Pdf

Dieses Buch ist eine unschätzbare Informationsquelle für alle Ingenieure, Designer, Manager und Techniker bei Entwicklung, Studium und Anwendung einer großen Vielzahl von Simulationstechniken. Es vereint die Arbeit internationaler Simulationsexperten aus Industrie und Forschung. Alle Aspekte der Simulation werden in diesem umfangreichen Nachschlagewerk abgedeckt. Der Leser wird vertraut gemacht mit den verschiedenen Techniken von Industriesimulationen sowie mit Einsatz, Anwendungen und Entwicklungen. Neueste Fortschritte wie z.B. objektorientierte Programmierung werden ebenso behandelt wie Richtlinien für den erfolgreichen Umgang mit simulationsgestützten Prozessen. Auch gibt es eine Liste mit den wichtigsten Vertriebs- und Zulieferadressen. (10/98)

Principles of Modeling and Simulation

John A. Sokolowski,Catherine M. Banks
Principles of Modeling and Simulation Book PDF

Author : John A. Sokolowski,Catherine M. Banks
Publisher : John Wiley & Sons
Page : 211 pages
File Size : 48,9 Mb
Release : 2011-09-20
Category : Mathematics
ISBN : 9781118210949

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Principles of Modeling and Simulation by John A. Sokolowski,Catherine M. Banks Pdf

Explores wide-ranging applications of modeling and simulation techniques that allow readers to conduct research and ask "What if?" Principles of Modeling and Simulation: A Multidisciplinary Approach is the first book to provide an introduction to modeling and simulation techniques across diverse areas of study. Numerous researchers from the fields of social science, engineering, computer science, and business have collaborated on this work to explore the multifaceted uses of computational modeling while illustrating their applications in common spreadsheets. The book is organized into three succinct parts: Principles of Modeling and Simulation provides a brief history of modeling and simulation, outlines its many functions, and explores the advantages and disadvantages of using models in problem solving. Two major reasons to employ modeling and simulation are illustrated through the study of a specific problem in conjunction with the use of related applications, thus gaining insight into complex concepts. Theoretical Underpinnings examines various modeling techniques and introduces readers to two significant simulation concepts: discrete event simulation and simulation of continuous systems. This section details the two primary methods in which humans interface with simulations, and it also distinguishes the meaning, importance, and significance of verification and validation. Practical Domains delves into specific topics related to transportation, business, medicine, social science, and enterprise decision support. The challenges of modeling and simulation are discussed, along with advanced applied principles of modeling and simulation such as representation techniques, integration into the application infrastructure, and emerging technologies. With its accessible style and wealth of real-world examples, Principles of Modeling and Simulation: A Multidisciplinary Approach is a valuable book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for researchers and practitioners working in statistics, mathematics, engineering, computer science, economics, and the social sciences who would like to further develop their understanding and knowledge of the field.

Modelling and Simulation

Louis G. Birta,Gilbert Arbez
Modelling and Simulation Book PDF

Author : Louis G. Birta,Gilbert Arbez
Publisher : Springer Science & Business Media
Page : 463 pages
File Size : 42,5 Mb
Release : 2007-09-07
Category : Computers
ISBN : 9781846286216

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Modelling and Simulation by Louis G. Birta,Gilbert Arbez Pdf

This book provides a balanced and integrated presentation of modelling and simulation activity for both Discrete Event Dynamic Systems (DEDS) and Continuous Time Dynamic Systems (CYDS). The authors establish a clear distinction between the activity of modelling and that of simulation, maintaining this distinction throughout. The text offers a novel project-oriented approach for developing the modelling and simulation methodology, providing a solid basis for demonstrating the dependency of model structure and granularity on project goals. Comprehensive presentation of the verification and validation activities within the modelling and simulation context is also shown.

Tools for Thinking

Michael Pidd
Tools for Thinking Book PDF

Author : Michael Pidd
Publisher : Wiley
Page : 304 pages
File Size : 53,9 Mb
Release : 2009-12-21
Category : Business & Economics
ISBN : 0470721421

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Tools for Thinking by Michael Pidd Pdf

With over 30 years’ experience as a management teacher and consultant, Mike Pidd provides the tools for thinking that will help us to think through the consequences of decisions before we act. The third edition of Tools for Thinking builds on the successes of the previous two editions. It creates a bridge between the soft and hard (Operations Research) OR schools of thought and provides an empirically based framework in which to place them. Focusing on modelling as an activity, rather than on models and techniques, Mike Pidd shows how models can be employed to explore possible future scenarios and to make sense of managerial vision. This third edition has been fully revised and updated without changing its focus. It features a new chapter on Decision Analysis and includes up-to-date examples using popular softwares, such as Precision Tree, @Risk and Micro Saint Sharp, to illustrate how these help in developing and using management science models as tools for thinking.

Statistics, Testing, and Defense Acquisition

National Research Council,Division of Behavioral and Social Sciences and Education,Commission on Behavioral and Social Sciences and Education,Panel on Statistical Methods for Testing and Evaluating Defense Systems
Statistics Testing and Defense Acquisition Book PDF

Author : National Research Council,Division of Behavioral and Social Sciences and Education,Commission on Behavioral and Social Sciences and Education,Panel on Statistical Methods for Testing and Evaluating Defense Systems
Publisher : National Academies Press
Page : 180 pages
File Size : 45,7 Mb
Release : 1999-08-17
Category : Technology & Engineering
ISBN : 9780309184083

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Statistics, Testing, and Defense Acquisition by National Research Council,Division of Behavioral and Social Sciences and Education,Commission on Behavioral and Social Sciences and Education,Panel on Statistical Methods for Testing and Evaluating Defense Systems Pdf

The Panel on Statistical Methods for Testing and Evaluating Defense Systems had a broad mandate-to examine the use of statistics in conjunction with defense testing. This involved examining methods for software testing, reliability test planning and estimation, validation of modeling and simulation, and use of modem techniques for experimental design. Given the breadth of these areas, including the great variety of applications and special issues that arise, making a contribution in each of these areas required that the Panel's work and recommendations be at a relatively general level. However, a variety of more specific research issues were either brought to the Panel's attention by members of the test and acquisition community, e.g., what was referred to as Dubin's challenge (addressed in the Panel's interim report), or were identified by members of the panel. In many of these cases the panel thought that a more in-depth analysis or a more detailed application of suggestions or recommendations made by the Panel would either be useful as input to its deliberations or could be used to help communicate more individual views of members of the Panel to the defense test community. This resulted in several research efforts. Given various criteria, especially immediate relevance to the test and acquisition community, the Panel has decided to make available three technical or background papers, each authored by a Panel member jointly with a colleague. These papers are individual contributions and are not a consensus product of the Panel; however, the Panel has drawn from these papers in preparation of its final report: Statistics, Testing, and Defense Acquisition. The Panel has found each of these papers to be extremely useful and they are strongly recommended to readers of the Panel's final report.

Verification and Validation in Systems Engineering

Mourad Debbabi,Fawzi Hassaïne,Yosr Jarraya,Andrei Soeanu,Luay Alawneh
Verification and Validation in Systems Engineering Book PDF

Author : Mourad Debbabi,Fawzi Hassaïne,Yosr Jarraya,Andrei Soeanu,Luay Alawneh
Publisher : Springer Science & Business Media
Page : 261 pages
File Size : 48,5 Mb
Release : 2010-11-16
Category : Computers
ISBN : 9783642152283

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Verification and Validation in Systems Engineering by Mourad Debbabi,Fawzi Hassaïne,Yosr Jarraya,Andrei Soeanu,Luay Alawneh Pdf

At the dawn of the 21st century and the information age, communication and c- puting power are becoming ever increasingly available, virtually pervading almost every aspect of modern socio-economical interactions. Consequently, the potential for realizing a signi?cantly greater number of technology-mediated activities has emerged. Indeed, many of our modern activity ?elds are heavily dependant upon various underlying systems and software-intensive platforms. Such technologies are commonly used in everyday activities such as commuting, traf?c control and m- agement, mobile computing, navigation, mobile communication. Thus, the correct function of the forenamed computing systems becomes a major concern. This is all the more important since, in spite of the numerous updates, patches and ?rmware revisions being constantly issued, newly discovered logical bugs in a wide range of modern software platforms (e. g. , operating systems) and software-intensive systems (e. g. , embedded systems) are just as frequently being reported. In addition, many of today’s products and services are presently being deployed in a highly competitive environment wherein a product or service is succeeding in most of the cases thanks to its quality to price ratio for a given set of features. Accordingly, a number of critical aspects have to be considered, such as the ab- ity to pack as many features as needed in a given product or service while c- currently maintaining high quality, reasonable price, and short time -to- market.

Advancing Social Simulation: The First World Congress

Shingo Takahashi,David Sallach,Juliette Rouchier
Advancing Social Simulation The First World Congress Book PDF

Author : Shingo Takahashi,David Sallach,Juliette Rouchier
Publisher : Springer Science & Business Media
Page : 362 pages
File Size : 40,6 Mb
Release : 2008-01-08
Category : Computers
ISBN : 9784431731672

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Advancing Social Simulation: The First World Congress by Shingo Takahashi,David Sallach,Juliette Rouchier Pdf

Bringing together diverse approaches to social simulation and research agendas, this book presents a unique collection of contributions from the First World Congress on Social Simulation, held in 2006 in Kyoto, Japan. The work emerged from the collaboration of the Pacific Asian Association for Agent-Based Approach in Social Systems Sciences, the North American Association for Computational Social and Organizational Science, and the European Social Simulation Association.

Model Engineering for Simulation

Lin Zhang,Bernard P. Zeigler,Yuanjun LaiLi
Model Engineering for Simulation Book PDF

Author : Lin Zhang,Bernard P. Zeigler,Yuanjun LaiLi
Publisher : Academic Press
Page : 453 pages
File Size : 49,9 Mb
Release : 2019-02-27
Category : Mathematics
ISBN : 9780128135440

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Model Engineering for Simulation by Lin Zhang,Bernard P. Zeigler,Yuanjun LaiLi Pdf

Model Engineering for Simulation provides a systematic introduction to the implementation of generic, normalized and quantifiable modeling and simulation using DEVS formalism. It describes key technologies relating to model lifecycle management, including model description languages, complexity analysis, model management, service-oriented model composition, quantitative measurement of model credibility, and model validation and verification. The book clearly demonstrates how to construct computationally efficient, object-oriented simulations of DEVS models on parallel and distributed environments. Guides systems and control engineers in the practical creation and delivery of simulation models using DEVS formalism Provides practical methods to improve credibility of models and manage the model lifecycle Helps readers gain an overall understanding of model lifecycle management and analysis Supported by an online ancillary package that includes an instructors and student solutions manual