Advances in Swarm Intelligence
Springer International Publishing (Verlag)
978-3-319-40999-3 (ISBN)
This two-volume set LNCS 9712 and LNCS 9713 constitutes the refereed proceedings of the 7th International Conference on Swarm Intelligence, ICSI 2016, held in Bali, Indonesia, in June 2016. The 130 revised regular papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in 22 cohesive sections covering major topics of swarm intelligence and related areas such as trend and models of swarm intelligence research; novel swarm-based optimization algorithms; swarming behaviour; some swarm intelligence algorithms and their applications; hybrid search optimization; particle swarm optimization; PSO applications; ant colony optimization; brain storm optimization; fireworks algorithms; multi-objective optimization; large-scale global optimization; biometrics; scheduling and planning; machine learning methods; clustering algorithm; classification; image classification and encryption; data mining; sensor networks and social networks; neural networks; swarm intelligence in management decision making and operations research; robot control; swarm robotics; intelligent energy and communications systems; and intelligent and interactive and tutoring systems.
Trend and models of swarm intelligence research.- Novel swarm-based optimization algorithms.-Swarming behaviour.- Some swarm intelligence algorithms and their applications.- Hybrid search optimization.- Particle swarm optimization.- PSO applications.- Ant colony optimization.- Brain storm optimization.- Fireworks algorithms.- Multi-objective optimization.- Large-scale global optimization.- Biometrics.
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXVII, 657 p. 193 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Algorithm analysis and problem complexity • algorithms • ant colony optimization • Applications • autonomous robot • bio-inspired systems • cellular networks • Cloud Computing • complex network • Computer Science • conference proceedings • Constrained optimization • Data Mining • evolutionary algorithm • Fuzzy Logic • Genetic Algorithm • hybrid learning • Informatics • machine learning • multi-agent design • Neural networks • Optimization • Particle swarm optimization • pattern recognition • Research • self-organizing map |
| ISBN-10 | 3-319-40999-9 / 3319409999 |
| ISBN-13 | 978-3-319-40999-3 / 9783319409993 |
| Zustand | Neuware |
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