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Fuzzy-AI Model and Big Data Exploration
Details
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.
First book for problems solving in complicated problems with an universal project management tool Offers solving strategy for different sorts of complicated problems Provides examples in different nature which can be used as a quick reference for specific problems solving
Inhalt
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.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783662563373
- Genre Technology Encyclopedias
- Lesemotiv Verstehen
- Anzahl Seiten 360
- Herausgeber Springer
- Größe H241mm x B160mm x T25mm
- Jahr 2022
- EAN 9783662563373
- Format Fester Einband
- ISBN 3662563371
- Veröffentlichung 23.09.2022
- Titel Fuzzy-AI Model and Big Data Exploration
- Autor Shaopei Lin
- Untertitel A Methodological Philosophy in Solving Problems in Digital Era
- Gewicht 705g
- Sprache Englisch