Learning and Intelligent Optimization
Springer International Publishing (Verlag)
978-3-030-92120-0 (ISBN)
This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021.
The 30 full papers presented have been carefully reviewed and selected from 35 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.
| Erscheinungsdatum | 10.12.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XIII, 410 p. 115 illus., 84 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 638 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Theorie / Studium ► Algorithmen | |
| Informatik ► Weitere Themen ► Hardware | |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Applications • Artificial Intelligence • combinatorial optimization • Communication Systems • Computer Hardware • Computer Networks • Computer Science • Computer systems • conference proceedings • Correlation Analysis • evolutionary algorithms • Genetic algorithms • graph theory • Informatics • machine learning • Network Protocols • Optimization Problems • Research • Signal Processing • Telecommunication Systems • telecommunication traffic • theoretical computer science • wireless telecommunication systems |
| ISBN-10 | 3-030-92120-4 / 3030921204 |
| ISBN-13 | 978-3-030-92120-0 / 9783030921200 |
| Zustand | Neuware |
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