Sometimes a class that seems a mix of concepts turns out to have significant meaning. C=L is one of these classes. First we need to define the class.
Consider a nondeterministic log-space Turing machine M that never repeats a configuration. This is not much of a restriction since we can just add a clock to the machine. Let #L be the set of functions such that f(x) is the number of accepting paths of M(x) for some M as described above. Let GapL be the closure of #L under subtraction.
We say a language L is in C=L if there exists
a
function f in GapL such that for all x, x is in L if and only if
f(x)=0. (*)
C=L is the log-space equivalent of the counting class C=P. There are many equivalent definitions to C=L where we can replace (*) by
- A function f in GapL and a function log-space computable function g such that for all x, x is in L if and only if f(x)=g(x).
- A function f in #L and a log-space computable function g such that for all x, x is in L if and only if f(x)=g(x).
- A probabilistic log-space machine M such that x is in L if and only if Pr(M(x) accepts) = 1/2.
The big open question about C=L is whether it is closed under complement, i.e., is there a log-space computable function g mapping matrices to matrices such that M is singular if and only if g(M) is nonsingular?
For more information about C=L and related classes including references and proofs of the above see the paper of Eric Allender and Mitsu Ogihara, Relationships among PL, #L, and the Determinant, RAIRO - Theoretical Informatics and Applications Vol. 30, 1996, pp. 1-21.
"The big open question about C=L is whether it is closed under complement, i.e., is there a log-space computable function g mapping matrices to matrices such that M is singular if and only if g(M) is nonsingular?"
ReplyDeleteSorry this is not clear to me. Is g agnostic to the entries of M and only dependent on dimension of the square matrix M? Can you make details a bit more concrete?
This is a regular log-space function, g can look at the entries of M. A log-space function can have a larger input and output tape as long as the input is read-only (like a CD-ROM) and the output is write-only (like a printer).
DeleteSo would g being identity work? It should be computable in logspace.
ReplyDeleteThe identity is log-space computable, but if g is the identity and M is singular then g(M)=M is still singular. We want g(M) to not be singular when M is singular.
DeleteOh sorry I misread
ReplyDelete