Learning and Intelligent Optimization

13th International Conference, LION 13, Chania, Crete, Greece, May 27–31, 2019, Revised Selected Papers

Nikolaos F. Matsatsinis, Yannis Marinakis, Panos Pardalos (Herausgeber)

Buch | Softcover

XIII, 400 Seiten

2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-38628-3 (ISBN)

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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.

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
Reihe/Serie	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