Financial decision making using computational intelligence

Financial Decision Making Using Computational Intelligence covers all the recent developments in complex financial decision making through computational intelligence approaches. Computational intelligence has evolved rapidly in recent years and it is now one of the most active fields in operations r...

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Detalles Bibliográficos
Outros autores: Doumpos, Michael (Directeur de la publication), Zopounidis, Constantin (Directeur de la publication), Pardalos, Panos M. (Directeur de la publication)
Formato: Livre numérique
Idioma:Anglais
Publicado: New York, NY : Springer US 2012.
Cham : Springer Nature
Series:Springer Optimization and Its Applications 70
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Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Financial Decision Making Using Computational Intelligence, Texte imprimé, 9781461437727
• Financial Decision Making Using Computational Intelligence, Texte imprimé, 9781489990082
• Financial Decision Making Using Computational Intelligence, Texte imprimé, 9781461437741
Descripción
Résumé:Financial Decision Making Using Computational Intelligence covers all the recent developments in complex financial decision making through computational intelligence approaches. Computational intelligence has evolved rapidly in recent years and it is now one of the most active fields in operations research and computer science. The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures. In this context, the field of computational intelligence provides a wide range of useful techniques, including new modeling tools for decision making under risk and uncertainty, data mining techniques for analyzing complex data bases, and powerful algorithms for complex optimization problems.   This book presents the recent advances made in financial decision making using computational intelligence, covering both new methodological developments as well as new emerging application areas. This work covers a wide range of topics related to financial decision making, financial modeling, risk management, and financial engineering, including algorithmic trading, financial time-series analysis, asset pricing, portfolio management, auction markets, and insurance services. Practitioners in the financial industry as well as operations researchers, management scientists, and data analysts will find this publication highly useful.
descrición da copia:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9781461437734
ISSN:1931-6836
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