Computational Intelligence Paradigms in Economic and Financial Decision Making

Author:   Marina Resta
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2016
Volume:   99
ISBN:  

9783319214399


Pages:   172
Publication Date:   23 October 2015
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Computational Intelligence Paradigms in Economic and Financial Decision Making


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Overview

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.

Full Product Details

Author:   Marina Resta
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Volume:   99
Dimensions:   Width: 15.50cm , Height: 1.30cm , Length: 23.50cm
Weight:   4.144kg
ISBN:  

9783319214399


ISBN 10:   331921439
Pages:   172
Publication Date:   23 October 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Yet another introduction to Self–Organizing Maps.- Networks analysis and beyond.- Elastic Maps.- SOM variants for the simulation of market price modeling.- Elastic Maps to define the risk profile of financial investments.- Hubs and communities of financial assets with enhanced Self Organizing Maps.- Financial landscapes of health care providers.- Using SOM for mortality projection.

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