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Quantum spin glasses, annealing and computation

Quantum annealing is a new-generation tool of information technology, which helps in solving combinatorial optimization problems with high precision, based on the concepts of quantum statistical physics. Detailed discussion on quantum spin glasses and its application in solving combinatorial optimiz...

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Detalles Bibliográficos
Autores principales: Tanaka, Shu, Tamura, Ryo, Chakrabarti, Bikas K
Lenguaje:eng
Publicado: Cambridge University Press 2017
Materias:
Acceso en línea:http://cds.cern.ch/record/2264473
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author Tanaka, Shu
Tamura, Ryo
Chakrabarti, Bikas K
author_facet Tanaka, Shu
Tamura, Ryo
Chakrabarti, Bikas K
author_sort Tanaka, Shu
collection CERN
description Quantum annealing is a new-generation tool of information technology, which helps in solving combinatorial optimization problems with high precision, based on the concepts of quantum statistical physics. Detailed discussion on quantum spin glasses and its application in solving combinatorial optimization problems is required for better understanding of quantum annealing concepts. Fulfilling this requirement, the book highlights recent development in quantum spin glasses including Nishimori line, replica method and quantum annealing methods along with the essential principles. Separate chapters on simulated annealing, quantum dynamics and classical spin models are provided for enhanced learning. Important topics including adiabatic quantum computers and quenching dynamics are discussed in detail. This text will be useful for students of quantum computation, quantum information, statistical physics and computer science.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2017
publisher Cambridge University Press
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spelling cern-22644732021-04-21T19:13:02Zhttp://cds.cern.ch/record/2264473engTanaka, ShuTamura, RyoChakrabarti, Bikas KQuantum spin glasses, annealing and computationOther Fields of PhysicsQuantum annealing is a new-generation tool of information technology, which helps in solving combinatorial optimization problems with high precision, based on the concepts of quantum statistical physics. Detailed discussion on quantum spin glasses and its application in solving combinatorial optimization problems is required for better understanding of quantum annealing concepts. Fulfilling this requirement, the book highlights recent development in quantum spin glasses including Nishimori line, replica method and quantum annealing methods along with the essential principles. Separate chapters on simulated annealing, quantum dynamics and classical spin models are provided for enhanced learning. Important topics including adiabatic quantum computers and quenching dynamics are discussed in detail. This text will be useful for students of quantum computation, quantum information, statistical physics and computer science.Discusses quantum spin glasses and their applications in solving multi-variable optimization problems using quantum annealing tools.Cambridge University Pressoai:cds.cern.ch:22644732017-05-04
spellingShingle Other Fields of Physics
Tanaka, Shu
Tamura, Ryo
Chakrabarti, Bikas K
Quantum spin glasses, annealing and computation
title Quantum spin glasses, annealing and computation
title_full Quantum spin glasses, annealing and computation
title_fullStr Quantum spin glasses, annealing and computation
title_full_unstemmed Quantum spin glasses, annealing and computation
title_short Quantum spin glasses, annealing and computation
title_sort quantum spin glasses, annealing and computation
topic Other Fields of Physics
url http://cds.cern.ch/record/2264473
work_keys_str_mv AT tanakashu quantumspinglassesannealingandcomputation
AT tamuraryo quantumspinglassesannealingandcomputation
AT chakrabartibikask quantumspinglassesannealingandcomputation