Decision-Making in Computational Intelligence-Based Systems: New Approaches, Methods, and Applications
Author:   Witold Pedrycz ,  Gilberto Rivera ,  Rosa Ma. Rodríguez ,  Salvador Ibarra-Martínez
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032040558


Pages:   552
Publication Date:   22 November 2025
Format:   Hardback
Availability:   Not yet available   Availability explained
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Decision-Making in Computational Intelligence-Based Systems: New Approaches, Methods, and Applications


Overview

This book delivers actionable insights through 21 peer-reviewed chapters featuring new methods, models, and applications based on computational intelligence. Discover cutting-edge tools to support smart, efficient decision-making in complex, real-world scenarios. Organized into three parts—prescriptive analytics, soft computing models, and practical case studies—it spans domains such as healthcare, energy, mobility, finance, and public services. Readers will find innovative approaches using fuzzy logic, machine learning, optimization, and hybrid systems. Ideal for researchers, practitioners, and graduate students, this book offers practical solutions for modern decision challenges across industries.

Full Product Details

Author:   Witold Pedrycz ,  Gilberto Rivera ,  Rosa Ma. Rodríguez ,  Salvador Ibarra-Martínez
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032040558


ISBN 10:   3032040558
Pages:   552
Publication Date:   22 November 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

1.Using Shapley Additive Explanations for supporting individual and group recommendation: survey and new perspectives.- 2.A P-based multiple criteria ordinal classification method where classes are described by subsets of “non-central” profiles.- 3.A Framework of Targeted Marketing Based on the Outranking Approach.- 4.SINDy meets Schelling. Transforming Agent-Based model spatial outputs into Dynamical Systems.- 5.Optimizing Electric Vehicle Routes: A Hybrid Approach of Genetic Algorithm with Q-Learning.- 21.Enhancing Clinical Decision-Making: An Integrated Approach Using ISPS and KMoS-SSA Framework.- 22.New Rainfall Missing Values Estimation Proposal: Normal Ratio with Additive Correlation.

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