Fuzzy-AI model and big data exploration : a methodological philosophy in solving problems in digital era / Shaopei Lin.
2022
Q335
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Details
Title
Fuzzy-AI model and big data exploration : a methodological philosophy in solving problems in digital era / Shaopei Lin.
Author
Lin, Shaopei, author.
ISBN
9783662563397 (electronic bk.)
3662563398 (electronic bk.)
9783662563373
3662563371
3662563398 (electronic bk.)
9783662563373
3662563371
Published
Berlin : Springer ; Shanghai : Shanghai Jiao Tong University Press, [2022]
Copyright
©2022
Language
English
Description
1 online resource (xvii, 342 pages) : illustrations (some color)
Other Standard Identifiers
10.1007/978-3-662-56339-7 doi
Call Number
Q335
Dewey Decimal Classification
006.3
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.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
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Description based on print version record.
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Fuzzy-AI model and big data exploration.
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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
"Fuzzy-AI" Model in Design
"Fuzzy-AI" Model in System Reliability
Conclusive Remarks.
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
"Fuzzy-AI" Model in Design
"Fuzzy-AI" Model in System Reliability
Conclusive Remarks.