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On the hardness of losing weight.

Krokhin, A. and Marx, D. (2010) 'On the hardness of losing weight.', in ICALP '08 Proceedings of the 35th international colloquium on Automata, Languages and Programming. Berlin, Heidelberg : Springer-Verlag , pp. 662-673. Lecture notes in computer science. (5125).

Abstract

We study the complexity of local search for the Boolean constraint satisfaction problem (CSP), in the following form: given a CSP instance, that is, a collection of constraints, and a solution to it, the question is whether there is a better (lighter, i.e., having strictly less Hamming weight) solution within a given distance from the initial solution. We classify the complexity, both classical and parameterized, of such problems by a Schaefer-style dichotomy result, that is, with a restricted set of allowed types of constraints. Our results show that there is a considerable amount of such problems that are NP-hard, but fixed-parameter tractable when parameterized by the distance.

Item Type:Book chapter
Keywords:Constraint satisfaction problem, Local search, Complexity, Fixed-parameter tractability.
Full text:Full text not available from this repository.
Publisher Web site:http://dx.doi.org/10.1007/978-3-540-70575-8_54
Record Created:18 Dec 2009 11:05
Last Modified:01 Jul 2011 14:27

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