๐ฎ
๐ฎ
The Ethereal
Asking the metaquestions in constraint tractability
April 04, 2016 ยท The Ethereal ยท ๐ TOCT
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Hubie Chen, Benoit Larose
arXiv ID
1604.00932
Category
cs.CC: Computational Complexity
Cross-listed
cs.AI
Citations
39
Venue
TOCT
Last Checked
1 month ago
Abstract
The constraint satisfaction problem (CSP) involves deciding, given a set of variables and a set of constraints on the variables, whether or not there is an assignment to the variables satisfying all of the constraints. One formulation of the CSP is as the problem of deciding, given a pair (G,H) of relational structures, whether or not there is a homomorphism from the first structure to the second structure. The CSP is in general NP-hard; a common way to restrict this problem is to fix the second structure H, so that each structure H gives rise to a problem CSP(H). The problem family CSP(H) has been studied using an algebraic approach, which links the algorithmic and complexity properties of each problem CSP(H) to a set of operations, the so-called polymorphisms of H. Certain types of polymorphisms are known to imply the polynomial-time tractability of $CSP(H)$, and others are conjectured to do so. This article systematically studies---for various classes of polymorphisms---the computational complexity of deciding whether or not a given structure H admits a polymorphism from the class. Among other results, we prove the NP-completeness of deciding a condition conjectured to characterize the tractable problems CSP(H), as well as the NP-completeness of deciding if CSP(H) has bounded width.
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
๐ Similar Papers
In the same crypt โ Computational Complexity
๐ฎ
๐ฎ
The Ethereal
An Exponential Separation Between Randomized and Deterministic Complexity in the LOCAL Model
๐ฎ
๐ฎ
The Ethereal
The Parallelism Tradeoff: Limitations of Log-Precision Transformers
๐ฎ
๐ฎ
The Ethereal
The Hardness of Approximation of Euclidean k-means
๐ฎ
๐ฎ
The Ethereal
Slightly Superexponential Parameterized Problems
๐ฎ
๐ฎ
The Ethereal