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tan ying (curatore); shi yuhui (curatore); tang qirong (curatore) - advances in swarm intelligence

Advances in Swarm Intelligence 9th International Conference, ICSI 2018, Shanghai, China, June 17-22, 2018, Proceedings, Part I

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 06/2018
Edizione: 1st ed. 2018





Trama

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.

 





Sommario

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.











Altre Informazioni

ISBN:

9783319938141

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm Ø 1003 gr
Formato: Brossura
Illustration Notes:XXIV, 639 p. 183 illus.
Pagine Arabe: 639
Pagine Romane: xxiv


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