QUANTUM MACHINE LEARNING AND OPTIMISATION IN FINANCE on the road to quantum advantage /

Learn the principles of quantum machine learning and how to apply them in finance. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key Features Discover how to solve optimisation problems on quantum computers that can provide a speedup edge over classical methods Use me...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Jacquier, Antoine
Other Authors: Kondratyev, Oleksiy, Lipton, Alexander, López de Prado, Marcos Mailoc
Format: Electronic eBook
Language:Inglés
Published: [S.l.] : PACKT PUBLISHING LIMITED, 2022.
Series:Expert insight.
Subjects:
Finance > Data processing.
Finance > Mathematical models.
Machine learning.
Quantum computing.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Cover
  • Copyright
  • Contributors
  • Table of Contents
  • Preface
  • Chapter 1: The Principles of Quantum Mechanics
  • Part I
  • Chapter 2: Adiabatic Quantum Computing
  • Chapter 3: Quadratic Unconstrained Binary Optimisation
  • Chapter 4: Quantum Boosting
  • Chapter 5: Quantum Boltzmann Machine
  • Part II
  • Chapter 6: Qubits and Quantum Logic Gates
  • Chapter 7: Parameterised Quantum Circuits and Data Encoding
  • Chapter 8: Quantum Neural Network
  • Chapter 9: Quantum Neural Network
  • Chapter 10: Variational Quantum Eigensolver
  • Chapter 11: Quantum Approximate Optimisation Algorithm
  • Chapter 12: The Power of Parameterised Quantum Circuits
  • Chapter 13: Looking Ahead
  • Index
  • Other Books You Might Enjoy
  • Packt Page

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