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A Universal Grammar-Based Code for Lossless Compression of Binary Trees
- Source :
- IEEE Transactions on Information Theory. 60:1373-1386
- Publication Year :
- 2014
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2014.
-
Abstract
- We consider the problem of lossless compression of binary trees, with the aim of reducing the number of code bits needed to store or transmit such trees. A lossless grammar-based code is presented, which encodes each binary tree into a binary codeword in two steps. In the first step, the tree is transformed into a context-free grammar from which the tree can be reconstructed. In the second step, the context-free grammar is encoded into a binary codeword. The decoder of the grammar-based code decodes the original tree from its codeword by reversing the two encoding steps. It is shown that the resulting grammar-based binary tree compression code is a universal code on a family of probabilistic binary tree source models satisfying certain weak restrictions.
- Subjects :
- FOS: Computer and information sciences
Red–black tree
Computer science
Computer Science - Information Theory
Data_CODINGANDINFORMATIONTHEORY
0102 computer and information sciences
02 engineering and technology
Library and Information Sciences
01 natural sciences
Random binary tree
Treap
Grammar-based code
0202 electrical engineering, electronic engineering, information engineering
Binary expression tree
Self-balancing binary search tree
Computer Science::Information Theory
Chain code
Binary tree
Information Theory (cs.IT)
Computer Science::Computation and Language (Computational Linguistics and Natural Language and Speech Processing)
020206 networking & telecommunications
Context-free grammar
Computer Science Applications
Threaded binary tree
Tree traversal
Universal code
010201 computation theory & mathematics
Binary search tree
Binary code
Algorithm
Order statistic tree
Information Systems
Subjects
Details
- ISSN :
- 15579654 and 00189448
- Volume :
- 60
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Information Theory
- Accession number :
- edsair.doi.dedup.....9461a930a1ffdba81689a3f38455bfa2
- Full Text :
- https://doi.org/10.1109/tit.2013.2295392