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How Chaotic Sequences and Generator Sequencing Affect the Particle Trajectory in PSO

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517161" target="_blank" >RIV/70883521:28140/17:63517161 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    How Chaotic Sequences and Generator Sequencing Affect the Particle Trajectory in PSO

  • Original language description

    As chaotic sequences became more popular within the evolutionary computation community; we choose to address some of the issues that occur when the extremely sensitive chaotic systems are embedded into the Particle Swarm Optimization algorithm. We investigate here the particle trajectory change with changing chaotic systems and with different sequencing. This research highlights several significant trends through the 2D graphical visualizations and 10D statistics, and further, it provides advice for future studies in this area of hybridizing of complex dynamics and swarm based algorithms.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2017

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings

  • ISBN

    978-1-5386-2725-9

  • ISSN

  • e-ISSN

    neuvedeno

  • Number of pages

    8

  • Pages from-to

    2570-2577

  • Publisher name

    IEEE

  • Place of publication

    New Jersey, Piscataway

  • Event location

    Honolulu, Hawai

  • Event date

    Nov 27, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article