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A Quantum Optimization Algorithm Based on Membrane Structure

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Abstract:

Proposing a quantum membrane algorithm based on quantum computing structure, designing a membrane structure with nested and multi-layer, using quantum entanglement states set as the object characters, utilizing quantum encoding to represent the multiple sets of membrane object, using the basic quantum genetic algorithm for evolution rules. Through simulation testing with the typical function, compared with the simulation results of other related algorithms, the results showed that the quantum membrane algorithm has high optimization precision, and high speed etc.

Keywords: GENETIC ALGORITHM; MEMBRANE COMPUTING; PSYSTEMS; QUANTUM OPTIMIZATION ALGORITHM

Document Type: Research Article

DOI: http://dx.doi.org/10.1166/asl.2012.2221

Publication date: March 1, 2012

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  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
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