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Matroidal Entropy Functions: A Quartet of Theories of Information, Matroid, Design, and Coding

by 1,*, 2,* and 1,*
1
State Key Laboratory of Integrated Service Networks, Xidian University, Xi’ an 710071, China
2
Guangxi Key Lab of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin 541004, China
*
Authors to whom correspondence should be addressed.
Academic Editor: Boris Ryabko
Entropy 2021, 23(3), 323; https://doi.org/10.3390/e23030323
Received: 29 December 2020 / Revised: 21 February 2021 / Accepted: 26 February 2021 / Published: 9 March 2021
(This article belongs to the Section Information Theory, Probability and Statistics)
In this paper, we study the entropy functions on extreme rays of the polymatroidal region which contain a matroid, i.e., matroidal entropy functions. We introduce variable strength orthogonal arrays indexed by a connected matroid M and positive integer v which can be regarded as expanding the classic combinatorial structure orthogonal arrays. It is interesting that they are equivalent to the partition-representations of the matroid M with degree v and the (M,v) almost affine codes. Thus, a synergy among four fields, i.e., information theory, matroid theory, combinatorial design, and coding theory is developed, which may lead to potential applications in information problems such as network coding and secret-sharing. Leveraging the construction of variable strength orthogonal arrays, we characterize all matroidal entropy functions of order n5 with the exception of log10·U2,5 and logv·U3,5 for some v. View Full-Text
Keywords: entropy function; matroidal entropy function; matroid; orthogonal array; variable strength orthogonal array; almost affine code; MDS code; polymatroid entropy function; matroidal entropy function; matroid; orthogonal array; variable strength orthogonal array; almost affine code; MDS code; polymatroid
MDPI and ACS Style

Chen, Q.; Cheng, M.; Bai, B. Matroidal Entropy Functions: A Quartet of Theories of Information, Matroid, Design, and Coding. Entropy 2021, 23, 323. https://doi.org/10.3390/e23030323

AMA Style

Chen Q, Cheng M, Bai B. Matroidal Entropy Functions: A Quartet of Theories of Information, Matroid, Design, and Coding. Entropy. 2021; 23(3):323. https://doi.org/10.3390/e23030323

Chicago/Turabian Style

Chen, Qi, Minquan Cheng, and Baoming Bai. 2021. "Matroidal Entropy Functions: A Quartet of Theories of Information, Matroid, Design, and Coding" Entropy 23, no. 3: 323. https://doi.org/10.3390/e23030323

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