Advances in Swarm and Computational Intelligence

6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I

Häftad, Engelska, 2015

Av Ying Tan, Yuhui Shi, Fernando Buarque, Alexander Gelbukh, Swagatam Das, Andries Engelbrecht

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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.

Produktinformation

Utgivningsdatum2015-06-11
Mått155 x 235 x 34 mm
Vikt943 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor600
FörlagSpringer International Publishing AG
ISBN9783319204659

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Systemvetenskap och AI inom Data och it
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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.