Fuzzy Logic on Quantum Annealers

نویسندگان

چکیده

Quantum computation is going to revolutionize the world of computing by enabling design massive parallel algorithms that solve hard problems in an efficient way, thanks exploitation quantum mechanics effects, such as superposition, entanglement, and interference. These computational improvements could strongly influence way how fuzzy systems are designed used contexts, Big Data, where efficiency represents a nonnegligible constraint be taken into account. In order pave toward this innovative scenario, article introduces novel representation sets operators based on quadratic unconstrained binary optimization problems, so enable implementation inference engines type computers known annealers.

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ژورنال

عنوان ژورنال: IEEE Transactions on Fuzzy Systems

سال: 2022

ISSN: ['1063-6706', '1941-0034']

DOI: https://doi.org/10.1109/tfuzz.2021.3113561