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Issue title: Special Issue on Machines, Computations and Universality (MCU 2015)
Guest editors: Jérôme Durand-Lose, Jarkko Kari and Benedek Nagy
Article type: Research Article
Authors: Nagy, Benedeka | Vályi, Sándorb; *
Affiliations: [a] Department of Mathematics, Faculty of Arts and Sciences, Eastern Mediterranean University, Famagusta, North Cyprus, Mersin-10, Turkey. nbenedek.inf@gmail.com | [b] Institute of Mathematics and Informatics, University of Nyíregyháza, Hungary. urugvalyi@gmail.com
Correspondence: [*] Address for correspondence: Institute of Mathematics and Informatics, University of Nyíregyháza, 4400, Hungary
Abstract: Interval-valued computing is a new computing paradigm that is based on manipulations of interval-values. Interval-values are finite unions of intervals on the unit interval [0, 1) so this kind of computing can be considered as a continuous space machine like optical computing [25]. Based on the massive parallelism of this paradigm, various intractable problems can be solved efficiently, i.e., by polynomial number of steps. In this paper, the well-known complexity classes, NP and coNP are addressed. A specific subclass of polynomial size interval-valued computations is proven to characterize NP, that is, exactly languages with non-deterministically polynomial time complexity can be decided by interval-valued computations of this subclass. This specific subclass of interval-valued computations does not use any of the shift operators, moreover the product operator is used only in the starting section of the computation. Due to the fact that interval-valued computing is a deterministic model of computing, an analogue result can be established for the class coNP.
Keywords: new computing paradigms, unconventional computing, interval-valued computing, complexity, NP, coNP, massive parallelism, deterministic computing
DOI: 10.3233/FI-2017-1581
Journal: Fundamenta Informaticae, vol. 155, no. 1-2, pp. 187-207, 2017
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