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Fuzzy-AI Model and Big Data Exploration

A Methodological Philosophy in Solving Problems in Digital Era

Medium: Buch
ISBN: 978-3-662-56337-3
Verlag: Springer
Erscheinungstermin: 23.09.2022
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783662563373
  • Medium: Buch
  • ISBN: 978-3-662-56337-3
  • Verlag: Springer
  • Erscheinungstermin: 23.09.2022
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2022
  • Produktform: Gebunden, HC runder Rücken kaschiert
  • Gewicht: 705 g
  • Seiten: 342
  • Format (B x H x T): 160 x 241 x 25 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

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.