Verification and validation of simulation models

In this paper we discuss verification and validation of simulation models. Four different approaches to deciding model validity are described; two different paradigms that relate verification and validation to the model development process are presented; various validation techniques are defined; co...

Full description

Saved in:
Bibliographic Details
Published inWinter Simulation Conference pp. 162 - 176
Main Author Sargent, Robert G.
Format Conference Proceeding
LanguageEnglish
Published Winter Simulation Conference 13.12.2009
SeriesACM Conferences
Subjects
Computing methodologies
Computing methodologies > Modeling and simulation
Computing methodologies > Modeling and simulation > Model development and analysis
Computing methodologies > Modeling and simulation > Model development and analysis > Modeling methodologies
Online AccessGet full text
ISBN9781424457717
1424457718
DOI10.5555/1995456.1995484

Cover

More Information
Summary:In this paper we discuss verification and validation of simulation models. Four different approaches to deciding model validity are described; two different paradigms that relate verification and validation to the model development process are presented; various validation techniques are defined; conceptual model validity, model verification, operational validity, and data validity are discussed; a way to document results is given; a recommended procedure for model validation is presented; and model accreditation is briefly discussed.
ISBN:9781424457717
1424457718
DOI:10.5555/1995456.1995484