Computational Intelligence Paradigms in Economic and Financial Decision Making (Intelligent Systems Reference Library)

Marina Resta

  • 出版商: Springer
  • 出版日期: 2015-11-10
  • 售價: $5,010
  • 貴賓價: 9.5$4,760
  • 語言: 英文
  • 頁數: 172
  • 裝訂: Hardcover
  • ISBN: 331921439X
  • ISBN-13: 9783319214399

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商品描述

The book focuses on a set of cutting-edge research techniques, highlighting the potential of soft computing tools in the analysis of economic and financial phenomena and in providing support for the decision-making process. In the first part the textbook presents a comprehensive and self-contained introduction to the field of self-organizing maps, elastic maps and social network analysis tools and provides necessary background material on the topic, including a discussion of more recent developments in the field. In the second part the focus is on practical applications, with particular attention paid to budgeting problems, market simulations, and decision-making processes, and on how such problems can be effectively managed by developing proper methods to automatically detect certain patterns. The book offers a valuable resource for both students and practitioners with an introductory-level college math background.