Fpt problem in quadratic residues

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The discussion centers on the quadratic residue problem (QRP) and its classification as NP-complete when considering a solution for x under a limit c. It is established that while the problem is fixed-parameter tractable (FPT) with c as a parameter, it does not imply that large values of c allow for a solution without factorization. The complexity of QRP remains uncertain, as it is not definitively proven whether it is NP-hard, particularly when the parameter c is introduced as an upper bound. Factorization is noted as a comparative method that allows QRP to be solved in polynomial time if the modulus is known.

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smslca
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In wikipedia source: http://en.wikipedia.org/wiki/Quadratic_residue

under "composite modulus" section

I found the line
"On the other hand, if we want to know if there is a solution for x less than some given limit c, this problem is NP-complete;however, this is a fixed-parameter tractable problem, where c is the parameter."

what does it mean by "given limit c , and fixed parameter tractable with c as parameter". Does this mean regardless of large values are given for c as a limit , we can solve the quadratic congruence without knowing the factorization? or does it has any other meaning?
what is the limit of c such that we cannot solve quadratic congruence using fpt

If i am wrong or obscure in my question, please notify me.
 
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smslca said:
In wikipedia source: http://en.wikipedia.org/wiki/Quadratic_residue

under "composite modulus" section

I found the line
"On the other hand, if we want to know if there is a solution for x less than some given limit c, this problem is NP-complete;however, this is a fixed-parameter tractable problem, where c is the parameter."

what does it mean by "given limit c , and fixed parameter tractable with c as parameter".
It simply means, that the problem is dependent of (a fixed parameter) ##c## and the module ##n##. This means there are basically two input parameters in which runtime can be expressed.
Does this mean regardless of large values are given for c as a limit , we can solve the quadratic congruence without knowing the factorization?
No. It means: We do not know, whether the quadratic residue problem (QRP) is NP-hard or not. But it is NP-hard if we introduce the parameter ##c## as the upper bound of a possible solution into the problem. This indicates that QRP is indeed NP-hard even though we have no formal proof.
... or does it has any other meaning?
what is the limit of c such that we cannot solve quadratic congruence using fpt

If i am wrong or obscure in my question, please notify me.
Factorization is only meant as a comparison here. And of course, if the module is factorized, then QRP can be solved in P.
 

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