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Investigation on evolutionary predictive control of chemical reactor

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096885" target="_blank" >RIV/61989100:27240/15:86096885 - isvavai.cz</a>

  • Alternative codes found

    RIV/70883521:28140/15:43874104

  • Result on the web

    <a href="http://www.sciencedirect.com/science/article/pii/S1570868314000834" target="_blank" >http://www.sciencedirect.com/science/article/pii/S1570868314000834</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.jal.2014.11.009" target="_blank" >10.1016/j.jal.2014.11.009</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Investigation on evolutionary predictive control of chemical reactor

  • Original language description

    This paper discusses predictive control of chemical reactor by means of evolutionary algorithm named SOMA - the Self-Organizing Migrating Algorithm, that can be classified as swarm intelligence or memetic algorithm. The SOMA algorithm was used for multiple input-multiple output control of reactor model after static optimization. The MIMO control was defined for 5 inputs and 2 outputs with total number of 12 unknown variables. This paper is based on simulation results from optimization of static parameters that has been used to set up reactor for its evolutionary control.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2015

  • 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 Applied Logic

  • ISSN

    1570-8683

  • e-ISSN

  • Volume of the periodical

    13

  • Issue of the periodical within the volume

    2

  • Country of publishing house

    NL - THE KINGDOM OF THE NETHERLANDS

  • Number of pages

    11

  • Pages from-to

    156-166

  • UT code for WoS article

    000350924200008

  • EID of the result in the Scopus database