Integrating Soft Computing into Strategic Prospective Methods

Towards an Adaptive Learning Environment Supported by Futures Studies
1. Auflage 2020
ISBN: 978-3-030-25431-5
Verlag: Springer International Publishing

Buch, Englisch, Band 387, 230 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 547 g

Reihe: Studies in Fuzziness and Soft Computing

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.

Zielgruppe

Research

Autoren/Hrsg.

Verdegay, José Luis

Trujillo-Cabezas, Raúl

Fachgebiete

• Mathematik | Informatik Mathematik Operations Research
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensforschung

Inhaltsverzeichnis

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.