Interval analysis and computation
Interval analysis and computation
Interval analysis and computation concerns the theory and use
in numerical computation of the notion of intervals and
arithmetic calculations with them. This is a quite new discipline,
though its origin reaches as far as the fifties of the XX century.
Currently the use of interval computations steadily spreads out,
mostly because it is used as a tool for the so-called
validated computations,
i.e. computations with quaranteed accuracy taking into account all
possible sources of error, from imprecise data to rounding errors
during computer calculations.
This pages are devoted mostly to the work of the
Qualitative Analysis Group in this area,
but they also contain some basic references useful for workers and
newcomers to the field.
Basic references and resources:
- List of our publications
related to this area.
- Some general references:
- B. Hayes (2003)
A Lucid Interval, American Scientist,
vol. 91, no. 6, pp. 484-488.
[A nice and popularly written short introduction to intervals.
Mentions my interval diagrams too.]
- R.E. Moore (1966) Interval Analysis.
Prentice Hall, Englewood Cliffs, NJ.
[A classic work, but still worth studying.]
- G. Alefeld, J. Herzberger (1983) Introduction
to Interval Computations. Academic Press, New York.
[A very readable introductory textbook.]
- A. Neumaier (1990) Interval Methods for Systems
of Equations. Cambridge University Press, Cambridge.
[Full of important mathematical results, though hard reading.]
- E. Hansen (1992) Global Optimization Using
Interval Analysis. Marcel Dekker, New York.
[A detailed exposition of the method, lots of benchmark examples.]
- L. Jaulin, M.Kieffer, O.Didrit, É. Walter (2001)
Applied Interval Analysis. Springer Verlag, London.
[Highly recommended for application-oriented readers.
An excellent systematization of the approach, clearly written,
full of algorithms.]
- Selected WWW links:
- Interval computations mailing lists:
- Main Interval Computation list:
<reliable_computing@interval.louisiana.edu>
- Interval Methods in Knowledge Representation list:
<interval@cs.utep.edu>
- Validated Numerics (Specific Problems of Interval-Related Software)
list: <validated_numerics@tu-harburg.de>
For further information on the lists see
the
interval lists page at the main
Interval
Computation site.
Special features:
Information about
my recent larger work:
Zenon Kulpa, Diagrammatic Interval Analysis
with Applications.
- Information about
my older larger work:
Zenon Kulpa, From Picture Processing to Interval Diagrams.
- A set of LaTEX commands for producing new graphical symbols
for basic interval relations [Plain ASCII, 3 KB],
see the sample page [Page 185,
PDF, 115 KB] from
my book above.
- A report containing the catalogue
of structural types of the basic interval equation
a · x = b.
This is the next material in the planned series
on the diagrammatic approach
to interval analysis developed by me.
- Good quality scans
of two precursory papers on interval analysis
by Polish mathematician Mieczyslaw Warmus:
- M. Warmus, Calculus of Approximations.
Bull. Acad. Polon. Sci.,
Cl. III, vol. IV, No. 5 (1956), 253-259.
- M. Warmus, Approximations
and Inequalities in the Calculus of Approximations.
Classification of Approximate Numbers.
Bull. Acad. Polon. Sci.,
Ser. math., astr. et phys., vol. IX, No. 4, (1961), 241-245.
- Materials pertaining to the greatly applauded invited talk
of Prof. Jiri Rohn at the SCAN/INTERVAL 2000
International Conference in Karlsruhe on Sept. 18-23, 2000
(the material is posted also on the
George
Corliss site):
- Lecture slides of the Karlsruhe lecture on "Finite
Characterization of Some Linear Problems with Inexact Data"
[PDF file, 127KB].
- Appendix with additional remarks and bibliography
to the lecture, by J. Rohn
[PDF file, 94KB]
- Additional note by J. Rohn posted
at the <reliable_computing> mail list and referred
to in Paragraph (19) of the Appendix
[Plain TEX file, 8KB].
More materials on interesting interval issues to come.
See also:
Qualitative Analysis Group
Our publications on intervals
Diagrammatics
our Institute
my Division
my Home
Maintained by
Zenon Kulpa
Last updated Jan 9, 2008