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“The book explores the application of artificial intelligence methods to economic data modelling. ... the book is well addressed to graduate students as well as researchers and practitioners in the field of finance and economics.” (Vangelis Grigoroudis, zbMATH, Vol. 1269, 2013)Reseña del editor
This book examines the application of artificial intelligence methods to model economic data. It addresses causality and proposes new frameworks for dealing with this issue. It also applies evolutionary computing to model evolving economic environments.
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- EditorialSpringer
- Año de publicación2015
- ISBN 10 1447159195
- ISBN 13 9781447159193
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas280
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Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)
Librería: Lucky's Textbooks, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: ABLIING23Mar2411530317450
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Economic Modeling Using Artificial Intelligence Methods
Publicado por
Springer London Mai 2015, 2015
ISBN 10: 1447159195
ISBN 13: 9781447159193
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Economic Modeling Using Artificial Intelligence Methods examines the application of artificial intelligence methods to model economic data. Traditionally, economic modeling has been modeled in the linear domain where the principles of superposition are valid. The application of artificial intelligence for economic modeling allows for a flexible multi-order non-linear modeling. In addition, game theory has largely been applied in economic modeling. However, the inherent limitation of game theory when dealing with many player games encourages the use of multi-agent systems for modeling economic phenomena.The artificial intelligence techniques used to model economic data include:multi-layer perceptron neural networksradial basis functionssupport vector machinesrough setsgenetic algorithmparticle swarm optimizationsimulated annealingmulti-agent systemincremental learningfuzzy networksSignal processing techniques are explored to analyze economic data, and these techniques are the time domain methods, time-frequency domain methods and fractals dimension approaches. Interesting economic problems such as causality versus correlation, simulating the stock market, modeling and controling inflation, option pricing, modeling economic growth as well as portfolio optimization are examined. The relationship between economic dependency and interstate conflict is explored, and knowledge on how economics is useful to foster peace - and vice versa - is investigated. Economic Modeling Using Artificial Intelligence Methods deals with the issue of causality in the non-linear domain and applies the automatic relevance determination, the evidence framework, Bayesian approach and Granger causality to understand causality and correlation.Economic Modeling Using Artificial Intelligence Methods makes an important contribution to the area of econometrics, and is a valuable source of reference for graduate students, researchers and financial practitioners. 280 pp. Englisch. Nº de ref. del artículo: 9781447159193
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Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
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Economic Modeling Using Artificial Intelligence Methods
Librería: AHA-BUCH GmbH, Einbeck, Alemania
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Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - Economic Modeling Using Artificial Intelligence Methods examines the application of artificial intelligence methods to model economic data. Traditionally, economic modeling has been modeled in the linear domain where the principles of superposition are valid. The application of artificial intelligence for economic modeling allows for a flexible multi-order non-linear modeling. In addition, game theory has largely been applied in economic modeling. However, the inherent limitation of game theory when dealing with many player games encourages the use of multi-agent systems for modeling economic phenomena.The artificial intelligence techniques used to model economic data include:multi-layer perceptron neural networksradial basis functionssupport vector machinesrough setsgenetic algorithmparticle swarm optimizationsimulated annealingmulti-agent systemincremental learningfuzzy networksSignal processing techniques are explored to analyze economic data, and these techniques are the time domain methods, time-frequency domain methods and fractals dimension approaches. Interesting economic problems such as causality versus correlation, simulating the stock market, modeling and controling inflation, option pricing, modeling economic growth as well as portfolio optimization are examined. The relationship between economic dependency and interstate conflict is explored, and knowledge on how economics is useful to foster peace - and vice versa - is investigated. Economic Modeling Using Artificial Intelligence Methods deals with the issue of causality in the non-linear domain and applies the automatic relevance determination, the evidence framework, Bayesian approach and Granger causality to understand causality and correlation.Economic Modeling Using Artificial Intelligence Methods makes an important contribution to the area of econometrics,and is a valuable source of reference for graduate students, researchers and financial practitioners. Nº de ref. del artículo: 9781447159193
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Economic Modeling Using Artificial Intelligence Methods
Impresión bajo demandaLibrería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents new insights into the modeling of economic dataProposes a structure for evaluating economic strategies such as inflation targeting founded on artificial intelligence techniquesAddresses causality and proposes new frameworks for dea. Nº de ref. del artículo: 447761172
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Economic Modeling Using Artificial Intelligence Methods
Publicado por
Springer London Ltd, 2015
ISBN 10: 1447159195
ISBN 13: 9781447159193
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Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
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Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)
Librería: Books Puddle, New York, NY, Estados Unidos de America
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Condición: New. pp. 261. Nº de ref. del artículo: 26372717981
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Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)
Impresión bajo demandaLibrería: Majestic Books, Hounslow, Reino Unido
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Condición: New. Print on Demand pp. 261. Nº de ref. del artículo: 373327426
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Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)
Impresión bajo demandaLibrería: Biblios, Frankfurt am main, HESSE, Alemania
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Condición: New. PRINT ON DEMAND pp. 261. Nº de ref. del artículo: 18372717975
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