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Shattering News
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R.P. Anstee1, Lajos Rónyai2 and Attila Sali3
| (1) |
Department of Mathematics, University of British Columbia, #121-1984 Mathematics Road, Vancouver, B.C., Canada, V6T 1Z2, CA |
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Computer and Automation Institute, Hungarian Academy of Sciences, H-1111 Budapest, Lágymányosi u. 11, Hungary, HU |
| (3) |
Mathematical Institute of Hungarian Academy Sciences, P.O.Box. 127, Budapest H-1364, Hungary. e-mail: sali@renyi.hu, HU |
Abstract. We explore the concepts of shattered and order-shattered sets. In particular, for every family ℱ of subsets of {1,2,…, m} there are exactly |ℱ| subsets of {1,2,…, m} order-shattered by ℱ. This provides proofs and strengthenings of the result of Sauer, Perles and Shelah, Vapnik and Chervonenkis (sometimes
known as Sauer's lemma) and a new approach to the reverse Sauer Inequality of Bollobás and Radcliffe. We characterize those
sets which can be order-shattered by a uniform family and those sets which can be order-shattered by an antichain. We also
give an algebraic interpretation of order shattering using Gröbner bases. This results in sharpening of a theorem of Frankl and Pach. It also points out an interesting and promising
connection between combinatorial and algebraic objects.
Key words. Shattered sets, VC-dimension, Gröbner bases
Received: May 9, 2000 Final version received: July 3, 2001
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