Quantum Finance: Intelligent Forecast and Trading Systems

Description

With the exponential growth of program trading in the global financial industry, quantum finance and its underlying technologies have become one of the hottest topics in the fintech community. Numerous financial institutions and fund houses around the world require computer professionals with a basic understanding of quantum finance to develop intelligent financial systems. This book presents a selection of the author’s past 15 years’ R&D work and practical implementation of the Quantum Finance Forecast System – which integrates quantum field theory and related AI technologies to design and develop intelligent global financial forecast and quantum trading systems. The book consists of two parts: Part I discusses the basic concepts and theories of quantum finance and related AI technologies, including quantum field theory, quantum price fields, quantum price level modelling and quantum entanglement to predict major financial events. Part II then examines the current, ongoing R&D projects on the application of quantum finance technologies in intelligent real-time financial prediction and quantum trading systems. This book is both a textbook for undergraduate & masters level quantum finance, AI and fintech courses and a valuable resource for researchers and data scientists working in the field of quantum finance and intelligent financial systems. It is also of interest to professional traders/ quants & independent investors who would like to grasp the basic concepts and theory of quantum finance, and more importantly how to adopt this fascinating technology to implement intelligent financial forecast and quantum trading systems. For system implementation, the interactive quantum finance programming labs listed on the Quantum Finance Forecast Centre official site (QFFC.org) enable readers to learn how to use quantum finance technologies presented in the book. Front Matter ....Pages i-xxxii Front Matter ....Pages 1-1 Introduction to Quantum Finance (Raymond S. T. Lee)....Pages 3-16 Quantum Field Theory for Quantum Finance (Raymond S. T. Lee)....Pages 17-39 An Overview of Quantum Finance Models (Raymond S. T. Lee)....Pages 41-63 Quantum Finance Theory (Raymond S. T. Lee)....Pages 65-88 Quantum Price Levels—Basic Theory and Numerical Computation Technique (Raymond S. T. Lee)....Pages 89-118 Quantum Trading and Hedging Strategy (Raymond S. T. Lee)....Pages 119-158 AI Powerful Tools in Quantum Finance (Raymond S. T. Lee)....Pages 159-208 Chaos and Fractals in Quantum Finance (Raymond S. T. Lee)....Pages 209-233 Chaotic Neural Networks in Quantum Finance (Raymond S. T. Lee)....Pages 235-259 Front Matter ....Pages 261-261 Quantum Price Levels for Worldwide Financial Products (Raymond S. T. Lee)....Pages 263-300 Time Series Chaotic Neural Oscillatory Networks for Financial Prediction (Raymond S. T. Lee)....Pages 301-337 Chaotic Type-2 Transient-Fuzzy Deep Neuro-Oscillatory Network (CT2TFDNN) for Worldwide Financial Prediction (Raymond S. T. Lee)....Pages 339-374 Quantum Trader—A Multiagent-Based Quantum Financial Forecast and Trading System (Raymond S. T. Lee)....Pages 375-398 Future Trends in Quantum Finance (Raymond S. T. Lee)....Pages 399-405 Back Matter ....Pages 407-412