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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.
Autorius: | Marina Resta |
Serija: | Intelligent Systems Reference Library |
Leidėjas: | Springer Nature Switzerland |
Išleidimo metai: | 2015 |
Knygos puslapių skaičius: | 192 |
ISBN-10: | 331921439X |
ISBN-13: | 9783319214399 |
Formatas: | 241 x 160 x 17 mm. Knyga kietu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „Computational Intelligence Paradigms in Economic and Financial Decision Making“