Learning and Intelligent Optimization
13th International Conference, LION 13, Chania, Crete, Greece, May 27–31, 2019, Revised Selected Papers
Seiten
2020
Springer International Publishing (Verlag)
978-3-030-38628-3 (ISBN)
Springer International Publishing (Verlag)
978-3-030-38628-3 (ISBN)
This book constitutes the thoroughly refereed pChania, Crete, Greece, in May 2019.
The 38 full papers presented have been carefully reviewed and selected from 52 submissions. The papers focus on advancedresearch developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence and describe advanced ideas, technologies, methods, and applications in optimization and machine learning.
The 38 full papers presented have been carefully reviewed and selected from 52 submissions. The papers focus on advancedresearch developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence and describe advanced ideas, technologies, methods, and applications in optimization and machine learning.
Machine learning.- Artificial Intelligence.- Machine learning approaches.- Bio-inspired optimization.- Optimization with randomized search heuristics.- Evolutionary algorithms.- Continuous optimization.- Mathematical optimization.- Routing and network design problems.- Supervised learning.- Unsupervised learning.- Reinforcement learning.- Planning and scheduling.- Distributed artificial intelligence.- Multi-agent systems.- Intelligent agents.
| Erscheinungsdatum | 24.01.2020 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XIII, 400 p. 98 illus., 49 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 635 g |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Artificial Intelligence • bio-inspired optimization • combinatorial optimization • Communication Systems • Computer Networks • Computer Science • Computer systems • Correlation Analysis • Engineering • evolutionary algorithms • Genetic algorithms • graph theory • Intelligent Agents • Internet • machine learning • Mathematics • Multi-agent Systems • Network Protocols • Optimization • Optimization Problems • optimization with randomized search heuristics • Signal Processing • supervised learning • Telecommunication networks • Telecommunication Systems • theoretical computer science |
| ISBN-10 | 3-030-38628-7 / 3030386287 |
| ISBN-13 | 978-3-030-38628-3 / 9783030386283 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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