Fuzzy-AI Model and Big Data Exploration
Springer Berlin (Verlag)
978-3-662-56337-3 (ISBN)
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.
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.
| Erscheinungsdatum | 27.09.2022 |
|---|---|
| Zusatzinfo | XVII, 342 p. 104 illus., 19 illus. in color. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 647 g |
| Themenwelt | Geisteswissenschaften ► Philosophie |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik ► Maschinenbau | |
| Schlagworte | Artificial Intelligence Application • Fuzzy-AI Model • Fuzzy Approach • Fuzzy-Artificial Intelligence (AI) Optimization • Fuzzy Mathematics Application • Fuzzy Reasoning Method • Project Risk management • Scientific methodology |
| ISBN-10 | 3-662-56337-1 / 3662563371 |
| ISBN-13 | 978-3-662-56337-3 / 9783662563373 |
| Zustand | Neuware |
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