Open main menu
Home
Random
Recent changes
Special pages
Community portal
Preferences
About Wikipedia
Disclaimers
Incubator escapee wiki
Search
User menu
Talk
Dark mode
Contributions
Create account
Log in
Editing
Time hierarchy theorem
(section)
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
==Consequences== The time hierarchy theorems guarantee that the deterministic and non-deterministic versions of the [[exponential hierarchy]] are genuine hierarchies: in other words '''[[P (complexity)|P]]''' β '''[[EXPTIME]]''' β '''[[2-EXP]]''' β ... and '''[[NP (complexity)|NP]]''' β '''[[NEXPTIME]]''' β '''2-NEXP''' β .... For example, <math>\mathsf{P} \subsetneq \mathsf{EXPTIME}</math> since <math>\mathsf{P} \subseteq \mathsf{DTIME} (2^n)\subsetneq \mathsf{DTIME} (2^{2n}) \subseteq \mathsf{EXPTIME}</math>. Indeed, <math>\mathsf{DTIME}\left(2^n\right) \subseteq \mathsf{DTIME}\left(o\left(\frac{2^{2n}}{2n}\right)\right) \subsetneq \mathsf{DTIME}(2^{2n})</math> from the time hierarchy theorem. The theorem also guarantees that there are problems in '''P''' requiring arbitrarily large exponents to solve; in other words, '''P''' does not collapse to '''DTIME'''(''n''<sup>''k''</sup>) for any fixed ''k''. For example, there are problems solvable in ''n''<sup>5000</sup> time but not ''n''<sup>4999</sup> time. This is one argument against [[Cobham's thesis]], the convention that '''P''' is a practical class of algorithms. If such a collapse did occur, we could deduce that '''P''' β '''PSPACE''', since it is a well-known theorem that '''DTIME'''(''f''(''n'')) is strictly contained in '''DSPACE'''(''f''(''n'')). However, the time hierarchy theorems provide no means to relate deterministic and non-deterministic complexity, or time and space complexity, so they cast no light on the great unsolved questions of [[computational complexity theory]]: whether [[P = NP problem|'''P''' and '''NP''']], '''NP''' and '''[[PSPACE]]''', '''PSPACE''' and '''EXPTIME''', or '''EXPTIME''' and '''NEXPTIME''' are equal or not.
Edit summary
(Briefly describe your changes)
By publishing changes, you agree to the
Terms of Use
, and you irrevocably agree to release your contribution under the
CC BY-SA 4.0 License
and the
GFDL
. You agree that a hyperlink or URL is sufficient attribution under the Creative Commons license.
Cancel
Editing help
(opens in new window)