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Unum (number format)

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The unum is a floating point format proposed by John Gustafson as an alternative to the now ubiquitous IEEE 754 format. The proposal and justification are explained in his somewhat ambitiously-titled book The End of Error.

The two defining features of the unum format are:

  • a variable-width storage format for both the significand and exponent, and
  • an u-bit, which determines whether the unum corresponds to an exact number (u=0), or an interval between consecutive exact unums (u=1). In this way, the unums cover the entire extended real number line .

For performing computation with the format, Gustafson proposes using interval arithmetic with a pair of unums, what he calls an ubound, providing the guarantee that the resulting interval contains the exact solution.

Unum implementations have been explored in Julia.

A "Great Debate" between William Kahan and John Gustafson is planned for the Arith23 conference on July 12, 2016.

See also

References

  1. Gustafson, John L. (2015). The End of Error: Unum Computing. CRC Press. ISBN 978-1-4822-3986-7. Retrieved 2016-05-30.
  2. Byrne, Simon (2016-03-29). "Implementing Unums in Julia". Retrieved 2016-05-30.
  3. "Unum arithmetic in Julia: Unums.jl". Retrieved 2016-05-30.
  4. "Julia Implementation of Unums: README". Retrieved 2016-05-30.
  5. "Unum (Universal Number) types and operations: Unums". Retrieved 2016-05-30.
  6. "Program: Special Session: The Great Debate: John Gustafson and William Kahan". Arith23: 23rd IEEE Symposium on Computer Arithmetic. Silicon Valley, USA. 2016-07-12. Archived from the original on 2016-05-30. Retrieved 2016-05-30. {{cite web}}: Unknown parameter |dead-url= ignored (|url-status= suggested) (help)
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