DocumentCode :
1245237
Title :
Sequential codes, lossless compression of individual sequences, and Kolmogorov complexity
Author :
Kieffer, John C. ; Yang, En-Hui
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
Volume :
42
Issue :
1
fYear :
1996
fDate :
1/1/1996 12:00:00 AM
Firstpage :
29
Lastpage :
39
Abstract :
A general class of sequential codes for lossless compression of individual sequences on a finite alphabet is defined, including many types of codes that one would want to implement. The principal requirement for membership in the class is that the encoding and decoding operations be performable on a computer. The OPTA function for the class of codes is then considered, which is the function that assigns to each individual sequence the infimum of the rates at which the sequence can be compressed over this class of sequential codes. Two results about the OPTA function are obtained: (1) it is shown that any sequential code in the class compresses some individual sequence at a rate strictly greater than the rate for that sequence given by the OPTA function; and (2) it is shown that the OPTA function takes a value strictly greater than that of the Kolmogorov (1965) complexity rate function for some individual sequences
Keywords :
channel capacity; computational complexity; data compression; functional analysis; sequential codes; sequential decoding; Kolmogorov complexity rate function; OPTA function; decoding; encoding; finite alphabet; lossless compression; sequence compression; sequential codes; Decoding; Encoding; Information theory; Mathematics; Performance loss;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/18.481775
Filename :
481775
Link To Document :
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