Hybrid Methods for Modeling and Optimizing Complex Systems
Springer International Publishing (Verlag)
978-3-031-95648-5 (ISBN)
Delivering innovative methods for addressing complex systems, this book presents the latest advances in hybrid modeling, machine learning, and digital technologies. Based on selected papers from the III International Workshop Hybrid Methods of Modeling and Optimization in Complex Systems held December 2 4, 2024, in Krasnoyarsk, Russia, the book covers hybrid modeling and optimization, intelligent data analysis, financial forecasting, industrial and educational digitalization, AI-guided decision support, and digital system security. Readers will find such interdisciplinary applications as climate project modeling, agricultural digital services, and the digital platform economy; e-learning analysis and digital competence development; digital twins and production optimization; as well as research on network systems. It is essential for researchers, practitioners, and educators seeking practical solutions and advanced hybrid methods for diverse scientific and engineering challenges.
| Erscheinungsdatum | 05.07.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Networks and Systems |
| Zusatzinfo | XII, 623 p. 249 illus., 189 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Technik | |
| Schlagworte | Artificial Intelligence • Complex Systems • Data Mining • evolutionary algorithms • hybrid methods • Interdisciplinary Applications • machine learning • Modeling Techniques • Neural networks • Optimization |
| ISBN-10 | 3-031-95648-6 / 3031956486 |
| ISBN-13 | 978-3-031-95648-5 / 9783031956485 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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