Advances in Swarm Intelligence

5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part II

Ying Tan, Yuhui Shi, Carlos A Coello Coello (Herausgeber)

Buch | Softcover

XXIV, 466 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-11896-3 (ISBN)

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This book and its companion volume, LNCS vol. 8794 and 8795 constitute the proceedings of the 5th International Conference on Swarm Intelligence, ICSI 2014, held in Hefei, China in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 198 submissions. The papers are organized in 18 cohesive sections, 3 special sessions and one competitive session covering all major topics of swarm intelligence research and development such as novel swarm-based search methods; novel optimization algorithm; particle swarm optimization; ant colony optimization for travelling salesman problem; artificial bee colony algorithms; artificial immune system; evolutionary algorithms; neural networks and fuzzy methods; hybrid methods; multi-objective optimization; multi-agent systems; evolutionary clustering algorithms; classification methods; GPU-based methods; scheduling and path planning; wireless sensor networks; power system optimization; swarm intelligence in image and video processing; applications of swarm intelligence to management problems; swarm intelligence for real-world application.

Novel swarm-based search methods.- Novel optimization algorithm.- Particle swarm optimization.- Ant colony optimization for travelling salesman problem.- Artificial bee colony algorithms.- Artificial immune system.- Evolutionary algorithms.- Neural networks and fuzzy methods.- Hybrid methods.- Multi-objective optimization.- Multi-agent systems.- Evolutionary clustering algorithms.- Classification methods.- GPU-based methods.- Scheduling and path planning.- Wireless sensor networks.- Power system optimization.- Swarm intelligence in image and video processing.- Applications of swarm intelligence to management problems.- Swarm intelligence for real-world application.

Erscheint lt. Verlag	23.9.2014
Reihe/Serie	Lecture Notes in Computer Science
Reihe/Serie	Theoretical Computer Science and General Issues
Zusatzinfo	XXIV, 466 p. 163 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	20 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Algorithm analysis and problem complexity • ant colony optimization • augmented reality • automated and humanized design • evolutionary algorithms • Genetic algorithms • Hybrid Model • machine learning • Machine vision • mathematical expression recognition and retrieval • Medical Diagnosis • Neural networks • optimization algorithms • parallel metaheuristics • quantum particle optimizatiion • Reinforcement Learning • Steganography • swarm robotics • Watermarking
ISBN-10	3-319-11896-X / 331911896X
ISBN-13	978-3-319-11896-3 / 9783319118963
Zustand	Neuware