Strategic directions in verification, validation, and accreditation research

Sargent, Robert G.; Glasow, Priscilla; Kleijnen, J.P.C.; Law, Averill M.; McGregor, Ian; Youngblood, Simone

doi:10.1109/wsc.2000.899891

Cited by 16 publications

(12 citation statements)

References 14 publications

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“…Balci (2004), Balci et al (2002), Gore and Diallo (2013), Ruess and de Moura (2003), Sargent (2010)). See Sargent et al (2000) for a discussion on research directions.…”

Section: Discussionmentioning

confidence: 99%

Verifying and validating simulation models

Sargent

2014

Proceedings of the Winter Simulation Conference 2014

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In this paper verification and validation of simulation models are discussed. Different approaches to deciding model validity are described and a graphical paradigm that relates verification and validation to the model development process is presented and explained. Conceptual model validity, model verification, operational validity, and data validity are discussed and a recommended procedure for model validation is presented. 118 978-1-4799-7486-3/14/$31.00 ©2014 IEEE

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“…Balci (2004), Balci et al (2002), Gore and Diallo (2013), Ruess and de Moura (2003), Sargent (2010)). See Sargent et al (2000) for a discussion on research directions.…”

Section: Discussionmentioning

confidence: 99%

Verifying and validating simulation models

Sargent

2014

Proceedings of the Winter Simulation Conference 2014

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“…Each of these agent-based models needs to be validated separately, but how to validate the overall simulation of these combined models remains an unanswered question. It is generally well accepted that it is difficult to validate large-scale simulations sufficiently then to trust their results (Sargent et al , 2000). In many cases, the cost of trying to achieve complete validation is neither practical nor worthwhile (Shannon, 1975).…”

Section: The Research On Vvanda Framework Of Large-scale Simulationsmentioning

confidence: 99%

A survey on VV&A of large-scale simulations

Wang

Sun

et al. 2019

IJCS

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Purpose Simulation is a well-known technique for using computers to imitate or simulate the operations of various kinds of real-world facilities or processes. The facility or process of interest is usually called a system, and to study it scientifically, we often have to make a set of assumptions about how it works. These assumptions, which usually take the form of mathematical or logical relationships, constitute a model that is used to gain some understanding of how the corresponding system behaves, and the quality of these understandings essentially depends on the credibility of given assumptions or models, known as VV&A (verification, validation and accreditation). The main purpose of this paper is to present an in-depth theoretical review and analysis for the application of VV&A in large-scale simulations. Design/methodology/approach After summarizing the VV&A of related research studies, the standards, frameworks, techniques, methods and tools have been discussed according to the characteristics of large-scale simulations (such as crowd network simulations). Findings The contributions of this paper will be useful for both academics and practitioners for formulating VV&A in large-scale simulations (such as crowd network simulations). Originality/value This paper will help researchers to provide support of a recommendation for formulating VV&A in large-scale simulations (such as crowd network simulations).

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“…But the economic usefulness of product modeling and simulation is still difficult to judge. We need methods and tools for the econometric evaluation of product modeling and simulation (Sargent et al 2000). The usefulness of models is also discussed in (Andersen 2002) also.…”

Section: Availability Of Software Toolsmentioning

confidence: 99%

International Editorial Board

2013

The Journal of the American Dental Association

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IJ ITK is official publisher of the scientific papers of the members of the Association of Developers and Users of Intellectualized Systems (ADUIS).IJ ITK rules for preparing the manuscripts are compulsory. The rules for the papers for IJ ITK as well as the subscription fees are given on www.foibg.com.The camera-ready copy of the paper should be received by e-mail: info@foibg.com. Responsibility for papers published in IJ ITK belongs to authors. General Sponsor of IJ ITK is the Consortium FOI Bulgaria (www.foibg.com).

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Strategic directions in verification, validation, and accreditation research

Cited by 16 publications

References 14 publications

Verifying and validating simulation models

Verifying and validating simulation models

A survey on VV&A of large-scale simulations

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