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COMPARATIVE STUDY OF THE DISTANCE/IMPROVEMENT BASED SHADE

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63520325" target="_blank" >RIV/70883521:28140/18:63520325 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    COMPARATIVE STUDY OF THE DISTANCE/IMPROVEMENT BASED SHADE

  • Original language description

    In this paper, a comparative study of seven variants of the Success-History based Adaptive Differential Evolution (SHADE) algorithm is presented with the aim to show the influence of improvement and distance based parameter adaptation to its performance. Seven algorithms range from improvement only based SHADE through a balanced improvement and distance based DIb_SHADE to distance only based Db_SHADE. The algorithm set is compared on the CEC2015 benchmark set, results are statistically tested, commented and possible future research directions are provided.

  • 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)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2018

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings - 32nd European Conference on Modelling and Simulation, ECMS 2018

  • ISBN

    978-0-9932440-6-3

  • ISSN

    2522-2414

  • e-ISSN

    neuvedeno

  • Number of pages

    7

  • Pages from-to

    163-169

  • Publisher name

    European Council for Modelling and Simulation

  • Place of publication

    Madrid

  • Event location

    Wilhelmshaven

  • Event date

    May 22, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article