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Chaos-Based Optimization - A Review

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517320" target="_blank" >RIV/70883521:28140/17:63517320 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27240/17:10238522 RIV/61989100:27740/17:10238522

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Chaos-Based Optimization - A Review

  • Original language description

    This paper discusses the utilization of the complex chaotic dynamics given by the se- lected time-continuous chaotic systems as well as by the discrete chaotic maps, as the chaotic pseudo-random number generators and driving maps for the chaos based optimization. Such an optimization concept is utilizing direct out- put iterations of chaotic system transferred into the required numerical range as the replacement of traditional and default pseudo-random num- ber generators, or this concept uses the chaotic dynamics for mapping the search space mostly within the smart hybrid local search techniques. This paper shows totally three groups of complex chaotic dynamics given by chaotic ows, oscil- lators and discrete maps. Simulations of exam- ples of chaotic dynamics as unconventional gen- erators or mapped to the search space were per- formed, and related issues like parametric plots, distributions of such a systems, periodicity, and dependency on internally available parameters are brie y discussed in this paper.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>ost</sub> - Miscellaneous article in a specialist periodical

  • 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

  • Name of the periodical

    Journal of Advanced Engineering and Computation

  • ISSN

    2588-123X

  • e-ISSN

  • Volume of the periodical

    1

  • Issue of the periodical within the volume

    1

  • Country of publishing house

    VN - VIET NAM

  • Number of pages

    12

  • Pages from-to

    68-79

  • UT code for WoS article

  • EID of the result in the Scopus database