TY - GEN
T1 - Dense locally testable codes cannot have constant rate and distance
AU - Dinur, Irit
AU - Kaufman, Tali
PY - 2011
Y1 - 2011
N2 - A q-query locally testable code (LTC) is an error correcting code that can be tested by a randomized algorithm that reads at most q symbols from the given word. An important question is whether there exist LTCs that have the c 3 property: constant rate, constant relative distance, and that can be tested with a constant number of queries. Such LTCs are sometimes referred to as "asymptotically good". We show that dense LTCs cannot be c 3. The density of a tester is roughly the average number of distinct local views in which a coordinate participates. An LTC is dense if it has a tester with density ω(1). More precisely, we show that a 3-query locally testable code with a tester of density ω(1) cannot be c3. Furthermore, we show that a q-locally testable code (q > 3) with a tester of density ω(1)nq-2 cannot be c3. Our results hold when the tester has the following two properties: (no weights:) Every q-tuple of queries occurs with the same probability. ('last-one-fixed':) In every q-query 'test' of the tester, the value to any q - 1 of the symbols determines the value of the last symbol. (Linear codes have constraints of this type). We also show that several natural ways to quantitatively improve our results would already resolve the general c3 question, i.e. also for non-dense LTCs.
AB - A q-query locally testable code (LTC) is an error correcting code that can be tested by a randomized algorithm that reads at most q symbols from the given word. An important question is whether there exist LTCs that have the c 3 property: constant rate, constant relative distance, and that can be tested with a constant number of queries. Such LTCs are sometimes referred to as "asymptotically good". We show that dense LTCs cannot be c 3. The density of a tester is roughly the average number of distinct local views in which a coordinate participates. An LTC is dense if it has a tester with density ω(1). More precisely, we show that a 3-query locally testable code with a tester of density ω(1) cannot be c3. Furthermore, we show that a q-locally testable code (q > 3) with a tester of density ω(1)nq-2 cannot be c3. Our results hold when the tester has the following two properties: (no weights:) Every q-tuple of queries occurs with the same probability. ('last-one-fixed':) In every q-query 'test' of the tester, the value to any q - 1 of the symbols determines the value of the last symbol. (Linear codes have constraints of this type). We also show that several natural ways to quantitatively improve our results would already resolve the general c3 question, i.e. also for non-dense LTCs.
UR - http://www.scopus.com/inward/record.url?scp=80052371756&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-22935-0_43
DO - 10.1007/978-3-642-22935-0_43
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AN - SCOPUS:80052371756
SN - 9783642229343
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 507
EP - 518
BT - Approximation, Randomization, and Combinatorial Optimization
T2 - 14th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2011 and the 15th International Workshop on Randomization and Computation, RANDOM 2011
Y2 - 17 August 2011 through 19 August 2011
ER -