On the complexity of nonuniform wavelength-based machine

The wavelength-based machine, or simply w -machine, is an optical computational model, which is designed based on simultaneous movement of several wavelengths in a single light ray, and simultaneous effect of simple optical devices on them. In this paper, we investigate nonuniform complexity classes...

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Veröffentlicht in:Natural computing 2014-06, Vol.13 (2), p.269-283
Hauptverfasser: Goliaei, Sama, Foroughmand-Araabi, Mohammad-Hadi
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description The wavelength-based machine, or simply w -machine, is an optical computational model, which is designed based on simultaneous movement of several wavelengths in a single light ray, and simultaneous effect of simple optical devices on them. In this paper, we investigate nonuniform complexity classes of w -machine, based on three complexity measures, namely, size, time, and word length. We show that the class of languages which can be generated by constant size nonuniform w -machines contain infinitely many Turing undecidable languages. Also, we show that polynomial size nonuniform w -machines generate all NP languages, and every NP-hard language requires at least polynomial time and polynomial size nonuniform w -machines to be generated. We prove that the class of languages which can be generated by polynomial size nonuniform w -machines is equal to NP/poly, and almost all languages require exponential size and polynomial time nonuniform w -machines to be generated.
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subjects Artificial Intelligence
Complex Systems
Complexity
Computation
Computer engineering
Computer Science
Devices
Evolutionary Biology
Movement
Nonuniform
Polynomials
Processor Architectures
Theory of Computation
Wavelengths
title On the complexity of nonuniform wavelength-based machine
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