Journal ArticleDOI
Verification and validation of simulation models
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This paper surveys verification and validation of models, especially simulation models in operations research, and discusses general good programming practice (such as modular programming), and checking intermediate simulation outputs through tracing and statistical testing per module.About:
This article is published in European Journal of Operational Research.The article was published on 1995-04-06. It has received 640 citations till now. The article focuses on the topics: Verification and validation of computer simulation models & Verification and validation.read more
Citations
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Journal ArticleDOI
Formal aspects of model validity and validation in system dynamics
TL;DR: This paper focuses on the formal aspects of validation and presents a taxonomy of various aspects and steps of formal model validation, including structure-oriented behavior tests, which seem to be the most promising direction for research on model validation.
Book
Simulation: The Practice of Model Development and Use
TL;DR: This nontechnical textbook is focused towards the needs of business, engineering and computer science students and aims to improve efficiency and effectiveness in simulation modelling.
Journal ArticleDOI
Verification and Validation in Computational Fluid Dynamics
TL;DR: An extensive review of the literature in V&V in computational fluid dynamics (CFD) is presented, methods and procedures for assessing V &V are discussed, and a relatively new procedure for estimating experimental uncertainty is given that has proven more effective at estimating random and correlated bias errors in wind-tunnel experiments than traditional methods.
Journal ArticleDOI
Identification and Review of Sensitivity Analysis Methods
H. Christopher Frey,Sumeet Patil +1 more
TL;DR: Identification and qualitative comparison of sensitivity analysis methods that have been used across various disciplines, and that merit consideration for application to food-safety risk assessment models, are presented.
Journal ArticleDOI
Verification, Validation, and Predictive Capability in Computational Engineering and Physics
TL;DR: Verification and validation of computational simulations are the primary methods for building and quantifying this confidence in modeling and simulation.
References
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Book
Simulation Modeling and Analysis
Averill M. Law,W. David Kelton +1 more
TL;DR: The text is designed for a one-term or two-quarter course in simulation offered in departments of industrial engineering, business, computer science and operations research.
Book
Discrete-Event System Simulation
TL;DR: Beleska o autorima: str. XV-XVI. as mentioned in this paper - Bibliografija uz svako poglavlje. - Registar.
Book
Introduction to Simulation Using Siman
TL;DR: This book provides an introduction to simulation modeling using the SIMAN simulation language and includes the latest version of this simulation program, including the Cinema platform and Arena.
Journal ArticleDOI
Water quality modeling: A review of the analysis of uncertainty
TL;DR: A review of the role of uncertainty in the identification of mathematical models of water quality and in the application of these models to problems of prediction can be found in this paper, where four problem areas are examined in detail: uncertainty about model structure, uncertainty in estimated model parameter values, the propagation of prediction errors, and the design of experiments in order to reduce the critical uncertainties associated with a model.