Advances in Swarm Intelligence

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The two-volume set of LNCS 10941 and 10942 constitutes the proceedings of the 9th International Conference on Advances in Swarm Intelligence, ICSI 2018, held in Shanghai, China, in June 2018. The total of 113 papers presented in these volumes was carefully reviewed and selected from 197 submissions. The papers were organized in topical sections as follows: theories and models of swarm intelligence; ant colony optimization; particle swarm optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithms; bacterial foraging optimization; artificial immune system; hydrologic cycle optimization; other swarm-based optimization algorithms; hybrid optimization algorithms; multi-objective optimization; large-scale global optimization; multi-agent systems; swarm robotics; fuzzy logic approaches; planning and routing problems; recommendation in social media; prediction, classification; finding patterns; image enhancement; deep learning.



Inhalt
Theories and models of swarm intelligence.- ant colony optimization; particle swarm optimization.- artificial bee colony algorithms.- genetic algorithms.- differential evolution.- fireworks algorithms.- bacterial foraging optimization.- artificial immune system.- hydrologic cycle optimization.- other swarm-based optimization algorithms.- hybrid optimization algorithms.- multi-objective optimization.- large-scale global optimization.- multi-agent systems.- swarm robotics; fuzzy logic approaches.- planning and routing problems.- recommendation in social media.- prediction.- classification.- finding patterns.- image enhancement.- deep learning.

Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09783319938141
    • Editor Ying Tan, Qirong Tang, Yuhui Shi
    • Sprache Englisch
    • Auflage 1st edition 2018
    • Größe H235mm x B155mm x T36mm
    • Jahr 2018
    • EAN 9783319938141
    • Format Kartonierter Einband
    • ISBN 3319938142
    • Veröffentlichung 17.06.2018
    • Titel Advances in Swarm Intelligence
    • Untertitel 9th International Conference, ICSI 2018, Shanghai, China, June 17-22, 2018, Proceedings, Part I
    • Gewicht 990g
    • Herausgeber Springer International Publishing
    • Anzahl Seiten 664
    • Lesemotiv Verstehen
    • Genre Informatik

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