Applications of Quantum Computers in Financial Markets PDF Download

Author: Pooyan Ghamari
Publisher: Pooyan Ghamari
ISBN:
Category : Computers
Languages : en
Pages : 33

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Book Description
The ebook "Applications of Quantum Computers in Financial Markets" by Pooyan Ghamari is a comprehensive guide to the potential applications of quantum computing in the finance industry. The book is organized into nine sections that cover topics such as understanding quantum computing, quantum computing in finance, portfolio optimization, risk management, asset pricing, quantum key distribution, quantum machine learning, challenges and limitations, and regulatory and ethical considerations. In the introduction, the author provides a brief overview of the current state of financial markets and the potential benefits of quantum computing. The first section provides an introduction to quantum mechanics and its relevance to computing, explaining quantum bits (qubits) and quantum gates. The second section explores how quantum computing can be used in financial markets. It provides an overview of the different types of financial applications such as portfolio optimization, risk management, and asset pricing. The following three sections delve into each of these applications in detail. Section three explains portfolio optimization and how quantum computing can be used for it. Section four explains risk management and how quantum computing can be used for it. Section five explains asset pricing and how quantum computing can be used for it. Section six covers quantum key distribution, which is a secure communication method that uses quantum cryptography to ensure data privacy and security in financial transactions. Section seven covers quantum machine learning, which is a subset of machine learning that leverages quantum computing to speed up the training process and enhance the accuracy of machine learning algorithms in finance. Section eight covers the current limitations of quantum computing technology, the challenges of implementing quantum computing in financial markets, and the potential risks associated with it. Section nine covers the regulatory landscape for quantum computing in finance and the ethical considerations associated with its use. The conclusion summarizes the potential benefits and challenges of using quantum computing in finance and discusses future directions for research and development in this area. The references section provides a list of sources used in the ebook, including academic papers, industry reports, and news articles.

Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1513572725
Category : Business & Economics
Languages : en
Pages : 33

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Book Description
The era of quantum computing is about to begin, with profound implications for the global economy and the financial system. Rapid development of quantum computing brings both benefits and risks. Quantum computers can revolutionize industries and fields that require significant computing power, including modeling financial markets, designing new effective medicines and vaccines, and empowering artificial intelligence, as well as creating a new and secure way of communication (quantum Internet). But they would also crack many of the current encryption algorithms and threaten financial stability by compromising the security of mobile banking, e-commerce, fintech, digital currencies, and Internet information exchange. While the work on quantum-safe encryption is still in progress, financial institutions should take steps now to prepare for the cryptographic transition, by assessing future and retroactive risks from quantum computers, taking an inventory of their cryptographic algorithms (especially public keys), and building cryptographic agility to improve the overall cybersecurity resilience.

Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 030947969X
Category : Computers
Languages : en
Pages : 273

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Book Description
Quantum mechanics, the subfield of physics that describes the behavior of very small (quantum) particles, provides the basis for a new paradigm of computing. First proposed in the 1980s as a way to improve computational modeling of quantum systems, the field of quantum computing has recently garnered significant attention due to progress in building small-scale devices. However, significant technical advances will be required before a large-scale, practical quantum computer can be achieved. Quantum Computing: Progress and Prospects provides an introduction to the field, including the unique characteristics and constraints of the technology, and assesses the feasibility and implications of creating a functional quantum computer capable of addressing real-world problems. This report considers hardware and software requirements, quantum algorithms, drivers of advances in quantum computing and quantum devices, benchmarks associated with relevant use cases, the time and resources required, and how to assess the probability of success.

Author: Raymond S. T. Lee
Publisher: Springer Nature
ISBN: 9813297964
Category : Computers
Languages : en
Pages : 433

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Book 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.

Author: Khang, Alex
Publisher: IGI Global
ISBN:
Category : Science
Languages : en
Pages : 510

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Book Description
In a world driven by technology and data, classical computing faces limitations in tackling complex challenges like climate modeling and financial risk assessment. These barriers impede our aspirations to revolutionize industries and solve intricate real-world problems. To bridge this gap, we must embrace quantum computing. Edited by Alex Khang PH, Principles and Applications of Quantum Computing is a transformative solution to this challenge. It delves into the interdisciplinary realms of computer science, physics, and mathematics, unveiling the incredible potential of quantum computing, which outperforms supercomputers by 158 million times. This technology, rooted in quantum mechanics, offers solutions to global problems and opens new frontiers in AI, cybersecurity, finance, drug development, and more. By engaging with this book, you become a pioneer in the quantum revolution, contributing to reshaping the limits of what's achievable in our digital age.

Author: Fabio Oreste
Publisher: John Wiley & Sons
ISBN: 0470435127
Category : Business & Economics
Languages : en
Pages : 246

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Book Description
A cutting-edge guide to quantum trading Original and thought-provoking, Quantum Trading presents a compelling new way to look at technical analysis and will help you use the proven principles of modern physics to forecast financial markets. In it, author Fabio Oreste shows how both the theory of relativity and quantum physics is required to makes sense of price behavior and forecast intermediate and long-term tops and bottoms. He relates his work to that of legendary trader W.D. Gann and reveals how Gann's somewhat esoteric theories are consistent with his applications of Einstein's theory of relativity and quantum theory to price behavior. Applies concepts from modern science to financial market forecasting Shows how to generate support/resistance areas and identify potential market turning points Addresses how non-linear approaches to trading can be used to both understand and forecast market prices While no trading approach is perfect, the techniques found within these pages have enabled the author to achieve a very attractive annual return since 2002. See what his insights can do for you.

Author: Luigi Maxmilian Caligiuri
Publisher:
ISBN: 9781536185157
Category :
Languages : en
Pages : 428

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Book Description
Quantum Computing is an ever-increasing field of interest both from a conceptual and applied standpoint. Quantum Computing, belonging to the so called "Quantum Information Science", is founded on the principles of Quantum Mechanics and Information Science. Quantum Mechanics has radically changed our vision and understanding of the physical reality and has had also an enormous technological and societal impact. On the other hand, the developing of Information Theory, including computer science and communications theory, made possible the information "revolution" which had a deep impact on our everyday life. Quantum Computing then relates to the possibility to represent, process and manipulate information by using the principles of quantum mechanics. Apart the theoretical importance of quantum computing to further understand the quantum mechanical behavior of physical systems and the physical foundation of information itself at the most elementary level, probably the most interesting feature of Quantum Computing is related to the possibility to design and realize an actual quantum computer which processes information in the form of quantum-bits or qubits. The great interest of scientific community in the realization of such devices mainly concerns the common believe they could be enormously faster than their classical counterparts so allowing their employment in all the applied fields where computational power is a key feature. Furthermore, the study of Quantum Computing, both at the physical and computational level, would be very important for a deeper understanding of the quantum behavior of a very wide range of physical systems including condensed matter, living systems, elementary particles, astrophysical structures and so on. Despite the general theoretical basis of quantum computing are sufficiently understood, the actual realization of a general - purpose and really usable quantum computer has posed great difficulties so far, mainly related to the issue of "quantum decoherence", the computational speed and scalability many of which still remain substantially unsolved. This volume doesn't mean to represent a complete or a beginner guide to Quantum Computing but has the aim to present some of its most interesting and fascinating developments in different frontier areas related to both theoretical and applied aspects, such, for example, the possibility to realize a quantum superfast "hypercomputing" system using water molecules as physical substrate to process, storage and retrieve information; the connection between quantum computers and quantum gravity; the development of an "instantaneous quantum computer algorithm"; the realization of a universal quantum computer, of a brain-like quantum supercomputer and many others frontiers topics. The target audience of this book is then composed by scientists and researchers interested in the most advanced theoretical and applied developments of quantum computation and quantum information.

Author: IBM Institute for Business Value
Publisher:
ISBN: 9781737401100
Category :
Languages : en
Pages :

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Author: N.B. Singh
Publisher: N.B. Singh
ISBN:
Category : Business & Economics
Languages : en
Pages : 364

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Book Description
Explore the transformative potential of quantum computing in stock market analysis with 'Stock Marketing: Quantum Computing Methods'. This book provides a comprehensive overview of how quantum technologies are reshaping financial strategies, offering practical insights and future implications for investors and technologists alike.

Author: Utpal Chakraborty
Publisher: BPB Publications
ISBN: 9389423260
Category : Antiques & Collectibles
Languages : en
Pages : 153

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Book Description
Be Prepared for a Revolutionary Transformation with Quantum Computing KEY FEATURES ● Demystify concepts, working principles, and the process of Quantum Computing. ● Extensive coverage on various applications of Quantum Computing across industries and sectors. ● Learn how to harness the power of Quantum Computing and Artificial Intelligence in your business. DESCRIPTION The book ‘Quantum Computing and Future’ brings a holistic view of the potential of Quantum Computing across various industries and sectors. This book touches almost every area of application that can be benefitted from the capability of Quantum Computing, thus helping readers to understand how this innovative technology brings agility and transformation across enterprises. This book begins with concepts and principles of Quantum Computing followed by the process of quantum computing functions. It explains how Quantum Computing has led to transformation across sectors, including Healthcare, Banking, Finance, Genomics, Drug Discovery, Aviation, Tourism, Cryptocurrency, and Security. The book describes how an enterprise can leverage the tremendous capabilities of Quantum Computing and put its application in your business infrastructure for its optimal performance. You will see yourself most updated on the current progress of implementation of Quantum Computers and how their services can be available for enterprise use. By the end of the book, you will understand the enormous potential of Quantum Computing and how it is transforming businesses across different industries. WHAT YOU WILL LEARN ● Explore Quantum concepts and principles such as Superposition, Entanglement, and Interference. ● Understand how Quantum Computing is revolutionizing the Healthcare and Medicine fields. ● Understand how Quantum Computing is transforming the Banking and Finance sectors. WHO THIS BOOK IS FOR This book is for IT and Non-IT professionals, developers, business analysts, business heads, CXOs, students, and researchers who are interested in Quantum Computing. Anyone who wants to know the latest trends and future of this cutting-edge technology will find this book helpful. TABLE OF CONTENTS 1. An Overview of Quantum Computing 2. History of Quantum Physics and Dynamics 3. Quantum Concepts and Principles (Superposition, Entanglement and Interference) 4. Quantum Computing in Healthcare and Medicine 5. Quantum Computing in Banking and Finance 6. Quantum Computing in Drug Discovery and Research 7. Quantum Computing in Aviation, Travel, and Logistics 8. Quantum Computing in Crypto and Security 9. Quantum Computing in Space Exploration, Astronomical, and Weather Studies 10. Quantum Computing for Solving Complex Optimization Problems 11. Quantum Computing in Chemistry, Chemical Research and Agriculture 12. Quantum Computing in Artificial Intelligence and Machine Learning 13. Quantum Computing for Optimizing Big Data 14. Quantum Computing for Simulation of Durable Battery Designs 15. Quantum Computing and Future of Autonomous Vehicles 16. Quantum Computing in Education and Research 17. How Quantum and AI Will Revolutionize Defense and Warfare? 18. Quantum Computing in Life Science 19. Quantum Computing in Cyber Security and Hacking 20. Quantum Computing in Movies and Cinemas 21. Quantum Computing in Spirituality and Mysticism 22. Quantum Computing in Robotics 23. Quantum Computing in Nuclear Research and Study of Atoms 24. Quantum Computing in Sports and Games 25. Quantum Computing in Traffic Optimization 26. Quantum Computing in Metaverse 27. Quantum Computing in Fintech, AI, and Sustainability 28. How Quantum Explains Human Consciousness?