Computational intelligence paradigms in economic and financial decision making

• 作者： Resta, Marina, author.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Intelligent systems reference library ;
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Intelligent systems reference library,volume 99
• 主題： Computational intelligence. , Finance--Decision making. , Engineering. , Computational Intelligence. , Artificial Intelligence (incl. Robotics) , Operation Research/Decision Theory.
• ISBN： 9783319214405 (electronic bk.) 、 9783319214399 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
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• 摘要註: 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.
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