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Simulation verification, validation and confidence: A tutorial

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UNSPECIFIED (1999) Simulation verification, validation and confidence: A tutorial. TRANSACTIONS OF THE SOCIETY FOR COMPUTER SIMULATION INTERNATIONAL, 16 (2). pp. 63-69. ISSN 0740-6797

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Abstract

The concepts of simulation verification and validation (V&V) are explored as well as some methods of V&V. By mapping the requirements for V&V onto the simulation modelling process, six forms of validation are identified: conceptual model validation, data validation, white-box validation, black-box validation, experimentation validation and solution validation. The difficulties of performing V&V are discussed, from which it is concluded that it is not possible to validate a model and its results, but only to increase the level of confidence that is placed in them. Following this, for each form of V&V some of the more commonly used methods of V&V are identified.

Item Type: Journal Article
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Journal or Publication Title: TRANSACTIONS OF THE SOCIETY FOR COMPUTER SIMULATION INTERNATIONAL
Publisher: SOC COMPUTER SIMULATION
ISSN: 0740-6797
Date: June 1999
Volume: 16
Number: 2
Number of Pages: 7
Page Range: pp. 63-69
Publication Status: Published
URI: http://wrap.warwick.ac.uk/id/eprint/14288

Data sourced from Thomson Reuters' Web of Knowledge

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