Complexity and Approximability for Parameterized CSPs
نویسندگان
چکیده
The complexity of various Constraint Satisfaction Problems (CSP) when parameterized by structural measures (such as treewidth or clique-width) is a very well-investigated area. In this paper, we take a fresh look at such questions from the point of view of approximation, considering four standard CSP predicates: AND, OR, PARITY, and MAJORITY. By providing new or tighter hardness results for the satisfiability versions, as well as approximation algorithms for the corresponding maximization problems, we show that already these basic predicates display a diverse set of behaviors, ranging from being FPT to optimize exactly for quite general parameters (PARITY), to being W-hard but well-approximable (OR, MAJORITY) to being W-hard and inapproximable (AND). Our results indicate the interest in posing the question of approximability during the usual investigation of CSP complexity with regards to the landscape of structural parameters. 1998 ACM Subject Classification F.2.0
منابع مشابه
On Parameterized Approximability
Combining classical approximability questions with parameterized complexity, we introduce a theory of parameterized approximability. The main intention of this theory is to deal with the efficient approximation of small cost solutions for optimisation problems.
متن کاملParameterized (in)approximability of subset problems
We discuss approximability and inapproximability in FPT-time for a large class of subset problems where a feasible solution S is a subset of the input data. We introduce the notion of intersective approximability that generalizes the one of safe approximability introduced in (J. Guo, I. Kanj and S. Kratsch, Safe approximation and its relation to kernelization, IPEC 2011) and show strong paramet...
متن کاملETH-Hardness of Approximating 2-CSPs and Directed Steiner Network
We study 2-ary constraint satisfaction problems (2-CSPs), which can be stated as follows: given a constraint graph G = (V,E), an alphabet set Σ and, for each edge {u, v} ∈ E, a constraint Cuv ⊆ Σ× Σ, the goal is to find an assignment σ : V → Σ that satisfies as many constraints as possible, where a constraint Cuv is said to be satisfied by σ if (σ(u), σ(v)) ∈ Cuv. While the approximability of 2...
متن کاملThe Approximability of Some NP-hard Problems Thesis proposal
An α-approximation algorithm is an algorithm guaranteed to output a solution that is within an α ratio of the optimal solution. We are interested in the following question: Given an NP-hard optimization problem, what is the best approximation guarantee that any polynomial time algorithm could achieve? We mostly focus on studying the approximability of two classes of NP-hard problems: Constraint...
متن کاملParameterized Complexity of Generalized Vertex Cover Problems
Important generalizations of the Vertex Cover problem (Connected Vertex Cover,Capacitated Vertex Cover, andMaximum Partial Vertex Cover) have been intensively studied in terms of approximability. However, their parameterized complexity has so far been completely open. We close this gap here by showing that, with the size of the desired vertex cover as parameter, Connected Vertex Cover and Capac...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015