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Social Impact and Optimization

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F08%3A03146409" target="_blank" >RIV/68407700:21230/08:03146409 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Social Impact and Optimization

  • Original language description

    This paper presents a novel stochastic and population-based binary optimization method inspired by social psychology. It is called Social Impact Theory based Optimization (SITO). The method is developed using some simple modifications of simulations of Latané's Dynamic Social Impact Theory. First, brief summary of some preliminary experiments is described. The results showed that the initial version of SITO performs comparably to the simple Genetic Algorithm and the Binary Particle Swarm Optimization. Furthermore, some interesting properties and aspects of the method are discussed and illustrated, namely the clustering phenomenon known from the dynamic theory of social impact or the introduction of random component into the simulation.

  • Czech name

    Sociální dopad a optimalizace

  • Czech description

    Článek prezentuje novou stochastickou a na populaci založenou metodu pro binární optimalizaci. Nazývá se Social Impact Theory based Optimization (SITO). Metoda je vytvořena s použitím jednoduchých modifikací Lataného Dynamické teorie sociálního dopadu. Výsledky testování ukazují srovnatelnost algoritmu s genetickým algoritmem a s metodou particle swarm optimalizace.

Classification

  • Type

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

  • CEP classification

    JC - Computer hardware and software

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2008

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    International Journal of Computational Intelligence Research

  • ISSN

    0973-1873

  • e-ISSN

  • Volume of the periodical

    4

  • Issue of the periodical within the volume

    2

  • Country of publishing house

    IN - INDIA

  • Number of pages

    6

  • Pages from-to

  • UT code for WoS article

  • EID of the result in the Scopus database