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Description
  • This article explores cooperation of different mathematical models in the same system if the Particle Swarm Optimization (PSO) method is used for system parameter identification. Four different realistic system mathematical models of the second order were used to create different state spaces of the agents' positions. All the experiments were evaluated in wide and narrow intervals around the fitness function global minimum with two different PSO method initial agents' setup. Better results can be seen in some special cases when comparing model cooperation to single model optimization.
  • This article explores cooperation of different mathematical models in the same system if the Particle Swarm Optimization (PSO) method is used for system parameter identification. Four different realistic system mathematical models of the second order were used to create different state spaces of the agents' positions. All the experiments were evaluated in wide and narrow intervals around the fitness function global minimum with two different PSO method initial agents' setup. Better results can be seen in some special cases when comparing model cooperation to single model optimization. (en)
Title
  • Model Cooperation in Particle Swarm Optimization
  • Model Cooperation in Particle Swarm Optimization (en)
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  • Model Cooperation in Particle Swarm Optimization
  • Model Cooperation in Particle Swarm Optimization (en)
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  • RIV/60162694:G43__/14:00522381!RIV15-MO0-G43_____
http://linked.open...avai/riv/aktivita
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  • I
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http://linked.open...iv/duvernostUdaju
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  • 29701
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  • RIV/60162694:G43__/14:00522381
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  • Particle Swarm Optimization; Cooperation; System Identification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [112BAC5A8D67]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
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  • Proceedings of the 16th International Conference on Mechatronics – Mechatronika 2014
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http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
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  • Dub, Michal
  • Štefek, Alexandr
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • University of Technology
https://schema.org/isbn
  • 978-80-214-4817-9
http://localhost/t...ganizacniJednotka
  • G43
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