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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Physik & Astronomie Theoretische Physik Quantum-Like Models for Information Retrieval and Decision-Making
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Quantum-Like Models for Information Retrieval and Decision-Making
(Taschenbuch, Englisch)
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Beschreibung
Recent years have been characterized by tremendous advances in quantum information and communication, both theoretically and experimentally. In addition, mathematical methods of quantum information and quantum probability have begun spreading to other areas of research, beyond physics. One exciting new possibility involves applying these methods to information science and computer science (without… direct relation to the problems of creation of quantum computers). The aim of this Special Volume is to encourage scientists, especially the new generation (master and PhD students), working in computer science and related mathematical fields to explore novel possibilities based on the mathematical formalisms of quantum information and probability. The contributing authors, who hail from various countries, combine extensive quantum methods expertise with real-world experience in application of these methods to computer science. The problems consideredchiefly concern quantum information-probability based modeling in the following areas: information foraging; interactive quantum information access; deep convolutional neural networks; decision making; quantum dynamics; open quantum systems; and theory of contextual probability. The book offers young scientists (students, PhD, postdocs) an essential introduction to applying the mathematical apparatus of quantum theory to computer science, information retrieval, and information processes. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
20.09.2020
Sprache
Englisch
EAN
9783030259150
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health
Sonderedition
Nein
Seitenanzahl
173
Auflage
1st edition 2019
Einbandart
Taschenbuch
Schlagwörter
operator algebra, probability theory, classical probability theory, quantum probability theory, information theory, quantum-like models, mathematical physics, quantum information, dynamical systems, open quantum systems, mathematical modeling of information processing, quantum information, quantum communication, information retrieval, meaning representation, quantum convolution networks, open quantum systems, quantum dynamics, steady states, contextual probability
Thema-Inhalt
PHU - Mathematische Physik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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