Skip to main content

Expression Concepts in Scientific Computing

  • Chapter
Developments in Reliable Computing
  • 380 Accesses

Abstract

Most programming languages apply an eager expression evaluation strategy. In Scientific Computing this is not sufficient in many cases. In this paper we show the design of an expressive, efficient, context sensitive and extendable expression concept which allows the implementation of arbitrary evaluation strategies. We apply this mechanism to the automatic computation of sharp enclosures of the range of an arithmetical expression using the mean value form. This also involves a new implementation of an automatic differentiation facility using C++ and the expression template technique [14]. We show that our solution is significantly more efficient than traditional approaches.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover 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. ANSI/ISO: Working Paper for Draft Proposed International Standard for Information Systems- Programming Language C++,Doc. No. ANSI X3J16/96–0225 ISO WG21/N1043, 1996.

    Google Scholar 

  2. Blitz++ Homepage, http://www.monet.uwaterloo.ca/blitz/

  3. egcs Project Homepage, http://www.egcs.cygnus.corn

  4. Hammer, R. et al.: C++ Toolbox for Verified Computing. Springer, 1995.

    Google Scholar 

  5. Hofschuster, W.; Krämer, W.: A Fast Public Domain Interval Library in ANSI C, in: Sydow, A. (ed.), Proceedings of the 15th IMACS World Congress on Scientific Computation, Modelling and Applied Mathematics, Vol. 2, 1997, pp. 395–400.

    Google Scholar 

  6. Klatte, R. et al.: PASCAL-XSC Language Reference with Examples. Springer, 1992.

    Google Scholar 

  7. Kuck Associates, Inc., Homepage http://www.kai.corn

  8. Kulisch, U. and Miranker, W.L.: Computer Arithmetic in Theory and Practice, Academic Press, 1981.

    Google Scholar 

  9. Lerch, M. and Wolff von Gudenberg, J: Expression Templates for Dot Product Expressions, to appear in Reliable Computing 5 (1) (1999).

    Google Scholar 

  10. Myers, N.C.: Traits: a New and Useful Template Technique. C++ Report 7(5) (1995), pp. 32–35.

    Google Scholar 

  11. Neumaier, A.: Interval Methods for Systems of Equations. Cambridge University Press, 1990.

    Google Scholar 

  12. Rall, L.B.: Automatic Differentiation, LNCS 120, Springer, 1981.

    Google Scholar 

  13. Ullrich, Ch.: Scientific Programming Language Concepts, ZAMM 76 S1 (1996), pp. 57–60.

    Google Scholar 

  14. Veldhuizen, T.: Expression Templates, C++ Report 7(5) (1995), pp. 26–31.

    Google Scholar 

  15. Veldhuizen, T. and Ponnambalam, K.: Linear algebra with C++ Template Metaprograms, Dr. Dobb’s Journal of Software Tools 21 (8) (1996), pp. 38–44.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer Science+Business Media Dordrecht

About this chapter

Cite this chapter

Lerch, M. (1999). Expression Concepts in Scientific Computing. In: Csendes, T. (eds) Developments in Reliable Computing. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-1247-7_9

Download citation

  • DOI: https://doi.org/10.1007/978-94-017-1247-7_9

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-5350-3

  • Online ISBN: 978-94-017-1247-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics