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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...
Autores principales: | , , |
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Lenguaje: | eng |
Publicado: |
Cambridge University Press
2017
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2264473 |
_version_ | 1780954362614382592 |
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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. |
id | cern-2264473 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2017 |
publisher | Cambridge University Press |
record_format | invenio |
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 |