Integrating soft computing into strategic prospective methods : towards an adaptive learning environment supported by futures studies / Raúl Trujillo-Cabezas, José Luis Verdegay.
2020
QA76.9.S63 T78 2020eb
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Title
Integrating soft computing into strategic prospective methods : towards an adaptive learning environment supported by futures studies / Raúl Trujillo-Cabezas, José Luis Verdegay.
ISBN
9783030254322 (electronic book)
3030254321 (electronic book)
9783030254315
3030254321 (electronic book)
9783030254315
Published
Cham : Springer, [2020]
Copyright
©2020
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-030-25432-2 doi
Call Number
QA76.9.S63 T78 2020eb
Dewey Decimal Classification
006.3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 16, 2019).
Added Author
Verdegay, José-Luis, author.
Series
Studies in fuzziness and soft computing ; v. 387.
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Table 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.
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.