Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era

Author:   Shaopei Lin
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   1st ed. 2022
ISBN:  

9783662563373


Pages:   342
Publication Date:   23 September 2022
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era


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Overview

Based on the idea of a universal rule for problem solving, the book suggests that the “System-Fuzzy Approach (SFA)” Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings’ impressively flexible problem-solving skills.   Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of  Engineering, Economics, Sociology, Managerial Science, Project Management etc.

Full Product Details

Author:   Shaopei Lin
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1st ed. 2022
Weight:   0.705kg
ISBN:  

9783662563373


ISBN 10:   3662563371
Pages:   342
Publication Date:   23 September 2022
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

Introduction.- Fuzzy-AI Model.- Theoretical Adaptability of Fuzzy Approach.- Fuzzy Machine Learning Method.- Fuzzy Reasoning Method for Comprehensive Evaluation.- Fuzzy-AI Optimization for Complex System.- Fuzzy-AI Model for Decision Making.- Fuzzy-AI Model for Project Risk Management.- “Fuzz-AI” Model in Design.- “Fuzzy-AI” Model in System Reliability.- Conclusive Remarks.

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