Fr. 189.00

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

English · Hardback

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Description

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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.

List 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.

Summary

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.

Product details

Authors Shaopei Lin
Publisher Springer, Berlin
 
Languages English
Product format Hardback
Released 01.01.2022
 
EAN 9783662563373
ISBN 978-3-662-56337-3
No. of pages 342
Dimensions 155 mm x 23 mm x 235 mm
Weight 649 g
Illustrations XVII, 342 p. 104 illus., 19 illus. in color.
Subjects Natural sciences, medicine, IT, technology > Technology > General, dictionaries

Philosophie, B, Technologie, allgemein, Artificial Intelligence, Philosophy, Fertigungstechnik und Ingenieurwesen, engineering, Technology: general issues, Philosophy of Technology, Industrial Engineering, Industrial and Production Engineering, Production engineering, Computational Intelligence, Production and industrial engineering

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