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Cover: 9783031004261 | Trading Agents | Michael Wellman | Taschenbuch | Paperback | XIII
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Trading Agents
Taschenbuch von Michael Wellman
Sprache: Englisch

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Beschreibung
Automated trading in electronic markets is one of the most common and consequential applications of autonomous software agents. Design of effective trading strategies requires thorough understanding of how market mechanisms operate, and appreciation of strategic issues that commonly manifest in trading scenarios. Drawing on research in auction theory and artificial intelligence, this book presents core principles of strategic reasoning that apply to market situations. The author illustrates trading strategy choices through examples of concrete market environments, such as eBay, as well as abstract market models defined by configurations of auctions and traders. Techniques for addressing these choices constitute essential building blocks for the design of trading strategies for rich market applications. The lecture assumes no prior background in game theory or auction theory, or artificial intelligence. Table of Contents: Introduction / Example: Bidding on eBay / Auction Fundamentals /Continuous Double Auctions / Interdependent Markets / Conclusion
Automated trading in electronic markets is one of the most common and consequential applications of autonomous software agents. Design of effective trading strategies requires thorough understanding of how market mechanisms operate, and appreciation of strategic issues that commonly manifest in trading scenarios. Drawing on research in auction theory and artificial intelligence, this book presents core principles of strategic reasoning that apply to market situations. The author illustrates trading strategy choices through examples of concrete market environments, such as eBay, as well as abstract market models defined by configurations of auctions and traders. Techniques for addressing these choices constitute essential building blocks for the design of trading strategies for rich market applications. The lecture assumes no prior background in game theory or auction theory, or artificial intelligence. Table of Contents: Introduction / Example: Bidding on eBay / Auction Fundamentals /Continuous Double Auctions / Interdependent Markets / Conclusion
Über den Autor
Michael P. Wellman is Professor of Computer Science & Engineering at the University of Michigan. He received a PhD from the Massachusetts Institute of Technology in 1988 for his work in qualitative probabilistic reasoning and decision-theoretic planning. From 1988 to 1992, Wellman conducted research in these areas at the USAF's Wright Laboratory. For the past 20 years, his research has focused on computational market mechanisms for distributed decision making and electronic commerce. As Chief Market Technologist for TradingDynamics, Inc. (now part of Ariba), he designed configurable auction technology for dynamic business-to-business commerce. Wellman previously served as Chair of the ACM Special Interest Group on Electronic Commerce (SIGecom), and as Executive Editor of the Journal of Artificial Intelligence Research. He is a Fellow of the Association for the Advancement of Artificial Intelligence and the Association for Computing Machinery.
Inhaltsverzeichnis
Introduction.- Example: Bidding on eBay.- Auction Fundamentals.- Continuous Double Auctions.- Interdependent Markets.- Conclusion.
Details
Erscheinungsjahr: 2011
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 108
Reihe: Synthesis Lectures on Artificial Intelligence and Machine Learning
Inhalt: xiii
93 S.
ISBN-13: 9783031004261
ISBN-10: 3031004264
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Wellman, Michael
Hersteller: Springer International Publishing
Synthesis Lectures on Artificial Intelligence and Machine Learning
Maße: 235 x 191 x 7 mm
Von/Mit: Michael Wellman
Erscheinungsdatum: 27.06.2011
Gewicht: 0,219 kg
preigu-id: 121974927
Über den Autor
Michael P. Wellman is Professor of Computer Science & Engineering at the University of Michigan. He received a PhD from the Massachusetts Institute of Technology in 1988 for his work in qualitative probabilistic reasoning and decision-theoretic planning. From 1988 to 1992, Wellman conducted research in these areas at the USAF's Wright Laboratory. For the past 20 years, his research has focused on computational market mechanisms for distributed decision making and electronic commerce. As Chief Market Technologist for TradingDynamics, Inc. (now part of Ariba), he designed configurable auction technology for dynamic business-to-business commerce. Wellman previously served as Chair of the ACM Special Interest Group on Electronic Commerce (SIGecom), and as Executive Editor of the Journal of Artificial Intelligence Research. He is a Fellow of the Association for the Advancement of Artificial Intelligence and the Association for Computing Machinery.
Inhaltsverzeichnis
Introduction.- Example: Bidding on eBay.- Auction Fundamentals.- Continuous Double Auctions.- Interdependent Markets.- Conclusion.
Details
Erscheinungsjahr: 2011
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 108
Reihe: Synthesis Lectures on Artificial Intelligence and Machine Learning
Inhalt: xiii
93 S.
ISBN-13: 9783031004261
ISBN-10: 3031004264
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Wellman, Michael
Hersteller: Springer International Publishing
Synthesis Lectures on Artificial Intelligence and Machine Learning
Maße: 235 x 191 x 7 mm
Von/Mit: Michael Wellman
Erscheinungsdatum: 27.06.2011
Gewicht: 0,219 kg
preigu-id: 121974927
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