Computational Intelligence Paradigms in Economic and Financial Decision Making
| Autor: | Marina Resta |
|---|---|
| EAN: | 9783319214405 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 14.10.2015 |
| Kategorie: | |
| Schlagworte: | Efficiency of Health Care providers Elastic Maps Financial Hubs Financial Scorecards Portfolio Selection Self Organizing Maps Social Networks Analysis Social Systems Dynamics |
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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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