Simulation Of Financial Markets With Agent Based Model
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Econophysics
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Author : Sitabhra Sinha
language : en
Publisher: John Wiley & Sons
Release Date : 2010-12-06
Econophysics written by Sitabhra Sinha and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-06 with Science categories.
Filling the gap for an up-to-date textbook in this relatively new interdisciplinary research field, this volume provides readers with a thorough and comprehensive introduction. Based on extensive teaching experience, it includes numerous worked examples and highlights in special biographical boxes some of the most outstanding personalities and their contributions to both physics and economics. The whole is rounded off by several appendices containing important background material.
Simulation In Computational Finance And Economics
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Author : Biliana Alexandrova-Kabadjova
language : en
Publisher:
Release Date : 2013
Simulation In Computational Finance And Economics written by Biliana Alexandrova-Kabadjova and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Business & Economics categories.
Simulation has become a tool difficult to substitute in many scientific areas like manufacturing, medicine, telecommunications, games, etc. Finance is one of such areas where simulation is a commonly used tool; for example, we can find Monte Carlo simulation in many financial applications like market risk analysis, portfolio optimization, credit risk related applications, etc. Simulation in Computational Finance and Economics: Tools and Emerging Applications presents a thorough collection of works, covering several rich and highly productive areas of research including Risk Management, Agent-Based Simulation, and Payment Methods and Systems, topics that have found new motivations after the strong recession experienced in the last few years. Despite the fact that simulation is widely accepted as a prominent tool, dealing with a simulation-based project requires specific management abilities of the researchers. Economic researchers will find an excellent reference to introduce them to the computational simulation models. The works presented in this book can be used as an inspiration for economic researchers interested in creating their own computational models in their respective fields.
Minority Games
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Author : Damien Challet
language : en
Publisher: OUP Oxford
Release Date : 2004-11-04
Minority Games written by Damien Challet and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-11-04 with Science categories.
The Minority Game is a physicist's attempt to explain market behaviour by the interaction between traders. With a minimal set of ingredients and drastic assumptions, this model reproduces market ecology among different types of traders. Its emphasis is on speculative trading and information flow. The book first describes the philosophy lying behind the conception of the Minority Game in 1997, and includes in particular a discussion about the El Farol bar problem. It then reviews the main steps in later developments, including both the theory and its applications to market phenomena. 'Minority Games' gives a colourful and stylized, but also realistic picture of how financial markets operate.
Agent Based Modeling And Simulation
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Author : S. Taylor
language : en
Publisher: Springer
Release Date : 2014-08-27
Agent Based Modeling And Simulation written by S. Taylor and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-27 with Business & Economics categories.
Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.
Financial Market Design By An Agent Based Model
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Author : Takanobu Mizuta
language : en
Publisher: Springer Nature
Release Date : 2025-02-10
Financial Market Design By An Agent Based Model written by Takanobu Mizuta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-10 with Business & Economics categories.
This is the first book to focus on designing a financial market that works well, and that includes making and/or modulating detailed regulations and/or rules, by a computer simulation of an agent-based artificial financial market model (ABAFMM). The design of a financial market is very important for the development and maintenance of an advanced economy, but designing it is not easy because changes in detailed rules, even those that seem trivial, sometimes have unexpectedly large impacts and side effects in a financial market, which is a complex system. Traditional economics cannot treat a financial market as a complex system in which micro–macro interaction and feedback loops have played essential roles, because traditional economics can only treat macrophenomena and micro processes separately. ABAFMM can do it, however. This book explains, first, why ABAFMMs are needed to design financial markets and which models have good features. Following that explanation, the book discusses how to build the models. Then, cases of recent studies and their contributions are shown, and finally, the difficulties of researchers in this field are considered. This book is expected to facilitate the design of more ABAFMMs to contribute to creating financial markets that will further develop and maintain advanced economies.
Realistic Simulation Of Financial Markets
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Author : Hajime Kita
language : en
Publisher: Springer
Release Date : 2016-07-06
Realistic Simulation Of Financial Markets written by Hajime Kita and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-06 with Business & Economics categories.
This book takes up unique agent-based approaches to solving problems related to stock and their derivative markets. Toward this end, the authors have worked for more than 15 years on the development of an artificial market simulator called U-Mart for use as a research and educational tool. A noteworthy feature of the U-Mart simulator compared to other artificial market simulators is that U-Mart is an ultra-realistic artificial stock and their derivative market simulator. For example, it can simulate “arrowhead,” a next-generation trading system used in the Tokyo Stock Exchange and other major markets, as it takes into consideration the institutional design of the entire market. Another interesting feature of the U-Mart simulator is that it permits both human and computer programs to participate simultaneously as traders in the artificial market. In this book, first the details of U-Mart are explained, enabling readers to install and run the simulator on their computers for research and educational purposes. The simulator thus can be used for gaming simulation of the artificial market and even for users as agents to implement their own trading strategies for agent-based simulation (ABS).The book also presents selected research cases using the U-Mart simulator. Here, topics include automated acquisition of trading strategy using artificial intelligence techniques, evaluation of a market maker system to treat thin markets such as those for small and regional businesses, systemic risk analysis of the financial market considering institutional design of the market, and analysis of how humans behave and learn in gaming simulation. New perspectives on artificial market research are provided, and the power, potential, and challenge of ABS are discussed. As explained in this important work, ABS is considered to be an effective tool as the third approach of social science, an alternative to traditional literary and mathematical approaches.
Agent Based Simulation From Modeling Methodologies To Real World Applications
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Author : Takao Terano
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-06-18
Agent Based Simulation From Modeling Methodologies To Real World Applications written by Takao Terano and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-18 with Political Science categories.
Agent-based modeling/simulation is an emerging field that uses bottom-up and experimental analysis in the social sciences. Selected research from that presented at the Third International Workshop on Agent-Based Approaches in Economic and Social Complex Systems 2004, held in May 2004 in Kyoto, Japan, is included in this book. The aim of the workshop was to employ the bottom-up approach to social and economic problems by modeling, simulation, and analysis using a software agent. This research area is an emerging interdisciplinary field among the social sciences and computer science, attracting broad attention because it introduces a simulation-based experimental approach to problems that are becoming increasingly complex in an era of globalization and innovation in information technology. The state-of-the-art research and findings presented in this book will be indispensable tools for anyone involved in this rapidly growing discipline.
Exchange Rate Theory
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Author : Paul de Grauwe
language : en
Publisher: Wiley-Blackwell
Release Date : 1993-01-01
Exchange Rate Theory written by Paul de Grauwe and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01-01 with Business & Economics categories.
"Exchange Rate Theory presents a novel and elegant theory to explain the excessive variability of foreign exchange rate returns. The theory is novel in the sense that it focuses on interaction between market agents as the primary source of the variability in those speculative prices. It is shown that simple interactions between market participants using different information is sufficient to generate deterministic chaos." "In the first part of this book the authors survey existing exchange rate theories and ask whether these theories are useful in explaining actual exchange rate movements. They demonstrate that the 1970s were characterized by the belief that exchange rates could be understood by an analysis of the fundamentals (inflation rates, interest rates and monetary policy). Subsequently, this belief has all but disappeared but researchers have been content to analyze the statistical properties of exchange rates, abandoning the theory and the models." "The second part of the book uses chaos theory to construct an innovative framework for the understanding of exchange markets. These models, which integrate fundamentalism and chartism, create complex exchange rate movements which appear to be random. These models are used to explain several of the anomalies observed in exchange rate markets and to evaluate the possibility of exchange rate prediction."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved
Agent Based Modeling
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Author : Norman Ehrentreich
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-10-30
Agent Based Modeling written by Norman Ehrentreich and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-10-30 with Business & Economics categories.
This book reconciles the existence of technical trading with the Efficient Market Hypothesis. By analyzing a well-known agent-based model, the Santa Fe Institute Artificial Stock Market (SFI-ASM), it finds that when selective forces are weak, financial evolution cannot guarantee that only the fittest trading rules will survive. Its main contribution lies in the application of standard results from population genetics which have widely been neglected in the agent-based community.
Ai And Financial Markets
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Author : Shigeyuki Hamori
language : en
Publisher:
Release Date : 2020
Ai And Financial Markets written by Shigeyuki Hamori and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Artificial intelligence (AI) is regarded as the science and technology for producing an intelligent machine, particularly, an intelligent computer program. Machine learning is an approach to realizing AI comprising a collection of statistical algorithms, of which deep learning is one such example. Due to the rapid development of computer technology, AI has been actively explored for a variety of academic and practical purposes in the context of financial markets. This book focuses on the broad topic of “AI and Financial Markets”, and includes novel research associated with this topic. The book includes contributions on the application of machine learning, agent-based artificial market simulation, and other related skills to the analysis of various aspects of financial markets.