Computer Simulation Validation

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Computer Simulation Validation

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Author : Claus Beisbart
language : en
Publisher: Springer
Release Date : 2019-04-09

Computer Simulation Validation written by Claus Beisbart and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-09 with Computers categories.

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.

Testing And Validation Of Computer Simulation Models

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Author : David J. Murray-Smith
language : en
Publisher: Springer
Release Date : 2015-10-08

Testing And Validation Of Computer Simulation Models written by David J. Murray-Smith and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-08 with Computers categories.

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.

Simulation Validation

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Author : Peter L. Knepell
language : en
Publisher:
Release Date : 1993-01-01

Simulation Validation written by Peter L. Knepell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01-01 with Computer simulation categories.

The Proceedings Of The 2002 Summer Computer Simulation Conference

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Author : Jeffrey Wallace
language : en
Publisher:
Release Date : 2002

The Proceedings Of The 2002 Summer Computer Simulation Conference written by Jeffrey Wallace and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computer simulation categories.

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation

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Author : James M. Arnett
language : en
Publisher:
Release Date : 1979

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation written by James M. Arnett and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.

Validation of complex computer simulations is considered in the context of the operational test and evaluation of the air launched cruise missile. Published literature on validation is reviewed. Validation is described as a problem-dependent process. The goal of that process is an acceptable level of confidence that the actual and simulated data agree closely enough for an inference about the simulation to be a valid inference about the actual system. The cost of accepting a given level of confidence must be balanced against the cost of obtaining a higher level. Experimental design is seen as the key to obtaining the maximum amount of information from a limited number of test runs and is discussed. The following approach to validity is suggested. Use a screening design to identify the few, most-important variables in the simulation. Use a more complete design to specify parameter/level combinations for simulated and actual data comparison. Finally, explicitly incorporate decision analysis in judging the validity of the model based on that comparison and the use that will be made of the simulation results. A fractional factorial design is used to screen out the important factors from the clutter and multipath sub-model in TAC ZINGER. (Author).

Methodology And Validation

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Author : Osman Balci
language : en
Publisher:
Release Date : 1987

Methodology And Validation written by Osman Balci and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Technology & Engineering categories.

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation

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Author : James M. Arnett (CAPT, USAF.)
language : en
Publisher:
Release Date : 1979

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation written by James M. Arnett (CAPT, USAF.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Testing categories.

Verification And Validation For Modeling And Simulation

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Author : Jeffrey Strickland
language : en
Publisher: Lulu.com
Release Date : 2014-12-08

Verification And Validation For Modeling And Simulation written by Jeffrey Strickland and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-08 with Technology & Engineering categories.

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.

Notes On Validating Verifying Computer Simulation Models

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Author : Morton B. Berman
language : en
Publisher:
Release Date : 1972

Notes On Validating Verifying Computer Simulation Models written by Morton B. Berman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Digital computer simulation categories.

These notes are essentially a survey of some of the existing literature on validation and verification of computer simulation models. They summarize ideas and thoughts that illuminate approaches to gaining confidence in the insights provided by computer simulation models. (Author).

A Validation Study Of A Computer Simulation Model For An Individualized Curriculum

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Author : William Webster Foley
language : en
Publisher:
Release Date : 1978

A Validation Study Of A Computer Simulation Model For An Individualized Curriculum written by William Webster Foley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Computer simulation categories.