Structural Parameterized Complexity
نویسندگان
چکیده
We revisit fixed-parameter tractability, fixed-parameter reducibility and kernelizability. The standard formulations of their definitions are enhanced for greater correctness from a structural complexity point of view. Doing so makes clear the distinction between fixed-parameter reducibility and kernelizability. Additionally, these time based definitions are augmented with space based counterparts. We then proceed to introduce an informativeness property for parameterized problems and define a measure for the computational complexity of individual instances of parameterized problems. By its construction, this measure embodies the idea that parameters capture complexity. This measure is lower bounded by the resource bounded Kolmogorov complexity, where the resource bound depends on the computational complexity of the parameterized problem.
منابع مشابه
Sparse Parameterized Problems
Sparse languages play an important role in classical structural complexity theory. In this paper we introduce a natural definition of sparse problems for parameterized complexity theory. We prove an analog of Mahaney’s theorem: there is no sparse parameterized problem which is hard for the tth level of the W hierarchy, unless the W hierarchy itself collapses up to level t. The main result is pr...
متن کاملThe Parameterized Complexity of Constraint Satisfaction and Reasoning
Parameterized Complexity is a new and increasingly popular theoretical framework for the rigorous analysis of NP-hard problems and the development of algorithms for their solution. The framework provides adequate concepts for taking structural aspects of problem instances into account. We outline the basic concepts of Parameterized Complexity and survey some recent parameterized complexity resu...
متن کاملParameterized Complexity for the Skeptic
The goal of this article is to provide a tourist guide, with an eye towards structural issues, to what I consider some of the major highlights of parameterized complexity.
متن کاملOn Parameterized Intractability: Hardness and Completeness
We study the theory and techniques developed in the research of parameterized intractability, emphasizing on parameterized hardness and completeness that imply (stronger) computational lower bounds for natural computational problems. Moreover, the fundamentals of the structural properties in parameterized complexity theory, relationships to classical complexity theory and more recent developmen...
متن کاملParameterized Analogues of Probabilistic Computation
We study structural aspects of randomized parameterized computation. We introduce a new class W[P]-PFPT as a natural parameterized analogue of PP. Our definition uses the machine based characterization of the parameterized complexity class W[P] obtained by Chen et.al [TCS 2005]. We translate most of the structural properties and characterizations of the class PP to the new class W[P]-PFPT. We s...
متن کامل