Integrating Soft Computing into Strategic Prospective Methods - Towards an Adaptive Learning Environment Supported by Futures Studies

This book discusses how to build optimization tools able to generate better future studies. It aims at showing how these tools can be used to develop an adaptive learning environment that can be used for decision making in the presence of uncertainties. The book starts with existing fuzzy techniques and multicriteria decision making approaches and shows how to combine them in more effective tools to model future events and take therefore better decisions. The first part of the book is dedicated to the theories behind fuzzy optimization and fuzzy cognitive map, while the second part presents new approaches developed by the authors with their practical application to trend impact analysis, scenario planning and strategic formulation. The book is aimed at two groups of readers, interested in linking the future studies with artificial intelligence. The first group includes social scientists seeking for improved methods for strategic prospective. The second group includes computer scientists and engineers seeking for new applications and current developments of Soft Computing methods for forecasting in social science, but not limited to this.

List of contents

Introduction.- Strategic Prospective: Definitions and Key Concepts.- Fuzzy Optimization and Reasoning Approaches.- Constructing Models.- Modeling and Simulation of the Future.- Experimental Applications: An Overview of New Ways.- Meta-Prospective Toolbox.- A Cloud Environment: A first demo.

Product details

• Authors: Raúl Trujillo Cabezas, Raú Trujillo-Cabezas, Raúl Trujillo-Cabezas, José Luis Verdegay
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2019
• EAN: 9783030254315
• ISBN: 978-3-0-3025431-5
• No. of pages: 230
• Dimensions: 161 mm x 239 mm x 20 mm
• Weight: 536 g
• Illustrations: XXII, 230 p.
• Series: Studies in Fuzziness and Soft Computing
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; Operations Research, B, Unternehmensforschung, Artificial Intelligence, Management: Entscheidungstheorie, engineering, Operations Research/Decision Theory, Operations Research and Decision Theory, Management & management techniques, Operations Research, Management Science, Management decision making, Management science, Operational research, Decision Making, Computational Intelligence, Corporate Foresight with Fuzzy Methods, Meta-Prospective, Strategic Prospective with Fuzzy Methods