Discrepancy theory

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In mathematics, discrepancy theory describes the deviation of a situation from the state one would like it to be in. It is also called the theory of irregularities of distribution. This refers to the theme of classical discrepancy theory, namely distributing points in some space such that they are evenly distributed with respect to some (mostly geometrically defined) subsets. The discrepancy (irregularity) measures how far a given distribution deviates from an ideal one.

Discrepancy theory can be described as the study of inevitable irregularities of distributions, in measure-theoretic and combinatorial settings. Just as Ramsey theory elucidates the impossibility of total disorder, discrepancy theory studies the deviations from total uniformity.

A significant event in the history of discrepancy theory was the 1916 paper of Weyl on the uniform distribution of sequences in the unit interval.[1]


Discrepancy theory is based on the following classic theorems:

Major open problems

The unsolved problems relating to discrepancy theory include:

  • Axis-parallel rectangles in dimensions three and higher (folklore)
  • Komlós conjecture
  • Heilbronn triangle problem on the minimum area of a triangle determined by three points from an n-point set


Applications for discrepancy theory include:

See also


  1. Weyl, Hermann (1 September 1916). "Über die Gleichverteilung von Zahlen mod. Eins" (in de). Mathematische Annalen 77 (3): 313–352. doi:10.1007/BF01475864. ISSN 1432-1807. https://doi.org/10.1007/BF01475864. 
  2. József Beck and Tibor Fiala. ""Integer-making" theorems". Discrete Applied Mathematics 3 (1): 1–8. doi:10.1016/0166-218x(81)90022-6. 
  3. Joel Spencer (June 1985). "Six Standard Deviations Suffice". Transactions of the American Mathematical Society (Transactions of the American Mathematical Society, Vol. 289, No. 2) 289 (2): 679–706. doi:10.2307/2000258. 

Further reading