DocumentCode
3123701
Title
An analytic upper bound on T-complexity
Author
Speidel, Ulrich ; Gulliver, T. Aaron
Author_Institution
Dept. of Comput. Sci., Univ. of Auckland, Auckland, New Zealand
fYear
2012
fDate
1-6 July 2012
Firstpage
2706
Lastpage
2710
Abstract
The Titchener T-complexity CT of a string has applications in, e.g., randomness testing, event detection and similarity comparison. Like the Lempel-Ziv production complexity, the upper bound of CT is demonstrably not a linear function of the string length. Knowledge of the bound for a given length is however required in order to convert CT into a measure with linear upper bound such as Titchener´s T-information. For this reason, the upper bound of CT has been investigated before by several authors, with various asymptotic solutions proposed. We present a new analytic closed-form asymptotic upper bound for CT based on the Hurwitz-Lerch zeta function.
Keywords
computational complexity; data compression; signal detection; Hurwitz-Lerch zeta function; Lempel-Ziv production complexity; Titchener T-complexity CT; analytic upper bound; event detection; randomness testing; similarity comparison; Complexity theory; Decoding; Educational institutions; Integral equations; Signal processing algorithms; Systematics; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location
Cambridge, MA
ISSN
2157-8095
Print_ISBN
978-1-4673-2580-6
Electronic_ISBN
2157-8095
Type
conf
DOI
10.1109/ISIT.2012.6284014
Filename
6284014
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