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Advances in Swarm Intelligence

8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part I

Numerical analysis Algorithms and data structures Data mining Computer modelling and simulation Artificial intelligence Expert systems / knowledge-based systems

Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 18th July 2017

Format: LCP-protected ePub

Size: 8 Mb

ISBN: 9783319618241

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Part I: theories and models of swarm intelligence; novel swarm-based optimization algorithms; particle swarm optimization; applications of particle swarm optimization; ant colony optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithm; brain storm optimization algorithm; cuckoo search; and firefly algorithm.

Part II: multi-objective optimization; portfolio optimization; community detection; multi-agent systems and swarm robotics; hybrid optimization algorithms and applications; fuzzy and swarm approach; clustering and forecast; classification and detection; planning and routing problems; dialog system applications; robotic control; and other applications.

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