This second edition of Dynamics, Information and Complexity in
Quantum Systems widens its scope by focussing more on the dynamics
of quantum correlations and information in microscopic and
mesoscopic systems, and their use for metrological and machine
learning purposes. The book is divided into three parts: Part
One: Classical Dynamical Systems Addresses classical dynamical
systems, classical dynamical entropy, and classical algorithmic
complexity. Includes a survey of the theory of simple perceptrons
and their storage capacity. Part Two: Quantum Dynamical Systems
Focuses on the dynamics of entanglement under dissipative dynamics
and its metrological use in finite level quantum systems. Discusses
the quantum fluctuation approach to large-scale mesoscopic systems
and their emergent dynamics in quantum  systems with
infinitely many degrees of freedom. Introduces a model of quantum
perceptron whose storage capacity is computed and compared with the
classical one. Part Three: Quantum Dynamical Entropies and
Complexities Devoted to quantum dynamical entropies and algorithmic
complexities. This book is meant for advanced students, young and
senior researchers working in the fields of quantum statistical
mechanics, quantum information, and quantum dynamical systems. It
is self-contained, and the only prerequisites needed are a standard
knowledge of statistical mechanics, quantum mechanics, and linear
operators on Hilbert spaces.
General
Imprint: |
Springer International Publishing AG
|
Country of origin: |
Switzerland |
Series: |
Theoretical and Mathematical Physics |
Release date: |
September 2023 |
Authors: |
Fabio Benatti
|
Dimensions: |
235 x 155mm (L x W) |
Pages: |
618 |
Edition: |
2nd ed. 2023 |
ISBN-13: |
978-3-03-134247-9 |
Categories: |
Books
|
LSN: |
3-03-134247-X |
Barcode: |
9783031342479 |
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