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Set System Discrepancy


The set system discrepancy of a finite family F of subsets of a finite set X is the smallest possible maximum absolute imbalance obtained by assigning a sign chi(x) in {-1,1} to each element x in X. For F!=⌀, it is

 disc(F)=min_(chi:X->{-1,1})max_(S in F)|sum_(x in S)chi(x)|.

The discrepancy of the empty family is defined to be zero. Equivalently, this is the discrepancy of a hypergraph with vertex set X and hyperedges F (Beck and Fiala 1981, Spencer 1985).

Index the elements as X={a_1,...,a_n} and the subsets as F={S_1,...,S_m}. With rows indexed by the subsets and columns by the elements, the incidence matrix A has A_(ij)=1 when a_j in S_i and zero otherwise. The same quantity is

 disc(F)=min_(x in {-1,1}^n)||Ax||_infty,

where n=|X| and ||·||_infty is the infinity norm. The Beck-Fiala conjecture concerns families in which each element occurs in at most a prescribed number of subsets. six standard deviations suffice theorem concerns n subsets of an n-element set.


See also

Beck-Fiala Conjecture, Hypergraph, Six Standard Deviations Suffice Theorem, Vector Balancing

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References

Beck, J. and Fiala, T. " 'Integer-Making' Theorems." Disc. Appl. Math. 3, 1-8, 1981. https://doi.org/10.1016/0166-218X(81)90022-6.Spencer, J. "Six Standard Deviations Suffice." Trans. Amer. Math. Soc. 289, 679-706, 1985. https://doi.org/10.1090/S0002-9947-1985-0784009-0.

Cite this as:

Weisstein, Eric W. "Set System Discrepancy." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/SetSystemDiscrepancy.html

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