Two Theorems on Time Bounded Kolmogrov-Chaitin Complexity
- Creators
- Schweizer, David
- Abu-Mostafa, Yaser
Abstract
An obvious extension of the KolmogorovīˇChaitin notion of complexity is to require that the program which generates a string terminate within a prespecified time bound. We show that given a computable bound on the amount of time allowed for the production of a string from the program which generates it, there exist strings of arbitrarily low KolmogorovīˇChaitin complexity which appear maximally random. That is, given a notion of fast, we show that there are strings which are generated by extremely short programs, but which are not generated by any fast programs shorter than the strings themselves. We show by enumeration that if we consider generating strings from programs some constant number of bits shorter than the strings themselves then these apparently random strings are significant (i.e are a proper fraction of all strings of a given length).
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Additional details
- Eprint ID
- 26904
- Resolver ID
- CaltechCSTR:1985.5205-tr-85
- Created
-
2001-11-30Created from EPrint's datestamp field
- Updated
-
2019-10-03Created from EPrint's last_modified field
- Caltech groups
- Computer Science Technical Reports