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Long code[13]

Description

Nonlinear locally testable code of extremely large length that is not practical, but is useful for certain probabilistically checkable proof (PCP) constructions [4].

For \(x\in\mathbb{F}_2^k\), the long-code encoding of \(x\) is the binary string \begin{align} \mathrm{Long}(x)=\left(f(x)\right)_{f:\mathbb{F}_2^k\to\mathbb{F}_2}~, \tag*{(1)}\end{align} whose coordinates are indexed by all Boolean functions on \(\mathbb{F}_2^k\). Thus, the code has length \(2^{2^k}\) and \(2^k\) codewords.

Protection

Any two distinct codewords differ on exactly half of the coordinates, so the minimum distance is \(2^{2^k-1}\).

Cousin

  • Hadamard code— The Hadamard code is a subcode of the long code and can be obtained by restricting the long-code construction to only linear functions.

References

[1]
M. Bellare, O. Goldreich, and M. Sudan, “Free bits, PCPs and non-approximability-towards tight results”, Proceedings of IEEE 36th Annual Foundations of Computer Science 422 DOI
[2]
J. Håstad, “Some optimal inapproximability results”, Journal of the ACM 48, 798 (2001) DOI
[3]
M. Bellare, O. Goldreich, and M. Sudan, “Free Bits, PCPs, and Nonapproximability—Towards Tight Results”, SIAM Journal on Computing 27, 804 (1998) DOI
[4]
P. Harsha et al., “Limits of Approximation Algorithms: PCPs and Unique Games (DIMACS Tutorial Lecture Notes)”, (2010) arXiv:1002.3864
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Zoo Code ID: long

Cite as:
“Long code”, The Error Correction Zoo (V. V. Albert & P. Faist, eds.), 2022. https://errorcorrectionzoo.org/c/long
BibTeX:
@incollection{eczoo_long, title={Long code}, booktitle={The Error Correction Zoo}, year={2022}, editor={Albert, Victor V. and Faist, Philippe}, url={https://errorcorrectionzoo.org/c/long} }
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Permanent link:
https://errorcorrectionzoo.org/c/long

Cite as:

“Long code”, The Error Correction Zoo (V. V. Albert & P. Faist, eds.), 2022. https://errorcorrectionzoo.org/c/long

Github: https://github.com/errorcorrectionzoo/eczoo_data/edit/main/codes/classical/bits/ltc/long.yml.