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Financial Decision Making Using Computational Intelligence

Financial Decision Making Using Computational Intelligence

by Panos M. PardalosMichael Doumpos and Constantin Zopounidis
Paperback
Publication Date: 08/08/2014

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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 an arsenal of particularly useful techniques. These techniques include 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. Computational intelligence has also evolved rapidly over the past few years and it is now one of the most active fields in operations research and computer science. This volume presents the recent advances of the use of computation intelligence in financial decision making. The book covers all the major areas of computational intelligence and a wide range of problems in finance, such as portfolio optimization, credit risk analysis, asset valuation, financial forecasting, and trading.
ISBN:
9781489990082
9781489990082
Category:
Finance
Format:
Paperback
Publication Date:
08-08-2014
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
326
Dimensions (mm):
235x155x18mm
Weight:
0.53kg

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