Skip to main content

A Framework for Verification and Validation of Simulation Models and Applications

  • Conference paper
AsiaSim 2007 (AsiaSim 2007)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 5))

Included in the following conference series:

Abstract

The permanently increasing performance of information and communication technologies enables the development and effective application of increasingly complex simulation models and their applications (M&S). As this trend will be an ongoing one, the demand for controlling and demonstrating the quality of a model and its applications by introducing adequate quality measures, techniques, and tools is obvious. Consequently, the introduction of accepted or even standardized verification and validation processes is an urgent requirement in this context. This paper will present an Extended M&S Verification and Validation (EV&V) framework based on multi-phase M&S-design, -development and –application processes. The basics of EV&V, related processes, and products will be discussed. In addition, we will show how this EV&V framework can be implemented and tailored according to predefined credibility or risk criteria, and under specified cost, time and application constraints.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Balci, O.: Verification, Validation and Testing. In: Banks, J. (ed.) The Handbook of Simulation, ch. 10, John Wiley & Sons, Chichester (1998)

    Google Scholar 

  2. Balci, O.: Quality Assessment, Verification, and Validation of Modeling and Simulation Applications. In: Proceedings of the 2004 Winter Simulation Conference (2004)

    Google Scholar 

  3. Banks, J., Carson II, J., Nelson, B., Nicol, D.: Discrete-Event System Simulation, 4th edn. Pearson Education International (2005)

    Google Scholar 

  4. Brade, D.: Enhancing Modeling and Simulation Accreditation by Structuring Verification and Validation Results. In: Proceeding of the 2000 Winter Simulation Conference (2000)

    Google Scholar 

  5. Brade, D., Lehmann, A.: Model Validation and Verification. In: Modeling and Simulation Environment for Satellite and Terrestrial Communication Networks. In: Proceedings of the European COST Telecommunication Symposium, Kluwer Academic Publishers, Bosten, USA (2002)

    Google Scholar 

  6. Hoover, S., Perry, R.: Simulation: a problem-solving approach. Addison-Wesley Publishing Company, Reading (1989)

    Google Scholar 

  7. Kuhrmann, M., Niebuhr, D., Rausch, A.: Application of the V-Modell XT – Report from a Pilot Project. In: Li, M., Boehm, B., Osterweil, L. (eds.) Unifying the Software Process Spectrum, International Software Process Workshop, pp. 463–473. Springer, Heidelberg (2005)

    Google Scholar 

  8. Law, A., Kelton, W.: Simulation Modelling and Analysis, 2nd edn. McGraw-Hill, New York (1991)

    MATH  Google Scholar 

  9. Lehmann, A., Lüthi, J., Berchtold, C., Barde, D., Köster, A.: Zukunftsfelder der Modellbildung und Simulation. Abschlussbericht (in German). ITIS e.V. (2000)

    Google Scholar 

  10. Lehmann, A., Saad, S., Best, M., Köster, A., Pohl, S., Qian, J., Walder, C., Wang, Z., Xu, Z.: Leitfaden für Modelldokumentation. Abschlussbericht (in German). ITIS e.V. (2005)

    Google Scholar 

  11. Rabe, M., Spieckermann, S., Wenzel, S. (Hrsg.): Verifikation und Validierung für die Simulation in Produktion und Logistik (in German). Springer, Berlin (2007)

    Google Scholar 

  12. Spieckermann, A., Lehmann, A., Rabe, M.: Verifikation und Validierung: Überlegungen zu einer integrierten Vorgehensweise. In: Mertins, K., Rabe, M.(Hrsg.) Experiences from the Future (in German), Fraunhofer IRB, Stuttgart, pp. 263–274 (2004)

    Google Scholar 

  13. Shannon, R.: Systems Simulation: the Art and Science. Prentice-Hall, Englewood Cliffs (1975)

    Google Scholar 

  14. Shannon, R.: Introduction to the Art and Science of Simulation. In: Proceedings of the 1998 Winter Simulation Conference (1998)

    Google Scholar 

  15. The V-Modell XT Portal http://www.v-modell-xt.de

  16. Wang, Z.: Eine Ergänzung des V-Modell XT zum Einsatz in Projekten der Modellbildung und Simulation. In: Beiträge der 35. Jahrestagung der Gesellschaft für Informatik (in German), GI-Edition. Lecture Notes in Informatics, Köllen Verlag, Bonn (2005)

    Google Scholar 

  17. Wang, Z., Lehmann, A.: Verification and Validation of Simulation Models and Application: A Methodological Approach. In: Ince, N., Bragg, A. (eds.) Recent Advances in Modeling and Simulation Tools for Communication Networks and Services, Springer, New York (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Jin-Woo Park Tag- Gon Kim Yun-Bae Kim

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wang, Z., Lehmann, A. (2007). A Framework for Verification and Validation of Simulation Models and Applications. In: Park, JW., Kim, T.G., Kim, YB. (eds) AsiaSim 2007. AsiaSim 2007. Communications in Computer and Information Science, vol 5. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77600-0_26

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-77600-0_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-77599-7

  • Online ISBN: 978-3-540-77600-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics