TY - JOUR
T1 - Towards dimension expanders over finite fields
AU - Dvir, Zeev
AU - Shpilka, Amir
N1 - Funding Information:
We thank Boaz Barak, Russel Impagliazzo and Avi Wigderson for discussions that led to the question of constructing dimension expanders and for helpful conversations. We also thank Prahladh Harsha, Alex Lubotzky, Anup Rao and Chris Umans for helpful discussions. We thank the anonymous referees for helpful comments. A. Shpilka was supported by the Israel Science Foundation (grant number 439/06). Z. Dvir was supported by Binational Science Foundation (BSF) grant.
PY - 2011/5
Y1 - 2011/5
N2 - In this paper we study the problem of explicitly constructing a dimension expander raised by [3]: Let Fn be the n dimensional linear space over the field F. Find a small (ideally constant) set of linear transformations from Fn to itself {Ai}i∈I such that for every linear subspace V ⊂ Fn of dimension dim(V), < n/2 we have, where α>0 is some constant. In other words, the dimension of the subspace spanned by {Ai(V)}i∈I should be at least (1+α)·dim(V). For fields of characteristic zero Lubotzky and Zelmanov [10] completely solved the problem by exhibiting a set of matrices, of size independent of n, having the dimension expansion property. In this paper we consider the finite field version of the problem and obtain the following results. We give a constant number of matrices that expand the dimension of every subspace of dimension d0. Our constructions are algebraic in nature and rely on expanding Cayley graphs for the group ℤ=ℤn and small-diameter Cayley graphs for the group SL2(p).
AB - In this paper we study the problem of explicitly constructing a dimension expander raised by [3]: Let Fn be the n dimensional linear space over the field F. Find a small (ideally constant) set of linear transformations from Fn to itself {Ai}i∈I such that for every linear subspace V ⊂ Fn of dimension dim(V), < n/2 we have, where α>0 is some constant. In other words, the dimension of the subspace spanned by {Ai(V)}i∈I should be at least (1+α)·dim(V). For fields of characteristic zero Lubotzky and Zelmanov [10] completely solved the problem by exhibiting a set of matrices, of size independent of n, having the dimension expansion property. In this paper we consider the finite field version of the problem and obtain the following results. We give a constant number of matrices that expand the dimension of every subspace of dimension d0. Our constructions are algebraic in nature and rely on expanding Cayley graphs for the group ℤ=ℤn and small-diameter Cayley graphs for the group SL2(p).
UR - http://www.scopus.com/inward/record.url?scp=80052455380&partnerID=8YFLogxK
U2 - 10.1007/s00493-011-2540-8
DO - 10.1007/s00493-011-2540-8
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AN - SCOPUS:80052455380
SN - 0209-9683
VL - 31
SP - 305
EP - 320
JO - Combinatorica
JF - Combinatorica
IS - 3
ER -