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Advances in Swarm and Computational Intelligence

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This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Confer... Weiterlesen
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Beschreibung

This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015. The 161 revised full papers presented were carefully reviewed and selected from 294 submissions. The papers are organized in 28 cohesive sections covering all major topics of swarm intelligence and computational intelligence research and development, such as novel swarm-based optimization algorithms and applications; particle swarm opt8imization; ant colony optimization; artificial bee colony algorithms; evolutionary and genetic algorithms; differential evolution; brain storm optimization algorithm; biogeography based optimization; cuckoo search; hybrid methods; multi-objective optimization; multi-agent systems and swarm robotics; Neural networks and fuzzy methods; data mining approaches; information security; automation control; combinatorial optimization algorithms; scheduling and path planning; machine learning; blind sources separation; swarm interaction behavior; parameters and system optimization; neural networks; evolutionary and genetic algorithms; fuzzy systems; forecasting algorithms; classification; tracking analysis; simulation; image and texture analysis; dimension reduction; system optimization; segmentation and detection system; machine translation; virtual management and disaster analysis.



Inhalt

Novel swarm-based optimization algorithms and applications.- Particle swarm optimization.- Ant colony optimization.- Artificial bee colony algorithms.- Evolutionary and genetic algorithms.- Differential evolution.- Brain storm optimization algorithm.- Biogeography based optimization.- Cuckoo search.- Hybrid methods.- Multi-objective optimization.- Multi-agent systems and swarm robotics.- Neural networks and fuzzy methods.- Data mining approaches.- Information security.- Automation control.- Combinatorial optimization algorithms.- Scheduling and path planning.- Machine learning.- Blind sources separation.- Swarm interaction behavior.- Parameters and system optimization.- Neural networks.- Evolutionary and genetic algorithms.- Fuzzy systems.- Forecasting algorithms.- Classification.- Tracking analysis.- Simulation.- Image and texture analysis.- Dimension reduction.- System optimization.- Segmentation and detection system.- Machine translation.- Virtual management and disaster analysis.

Produktinformationen

Titel: Advances in Swarm and Computational Intelligence
Untertitel: 6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, June 25-28, 2015, Proceedings, Part II
Editor:
EAN: 9783319204727
Format: E-Book (pdf)
Hersteller: Springer International Publishing
Genre: IT & Internet
Veröffentlichung: 01.06.2015
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 27.79 MB
Anzahl Seiten: 498

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"