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Evolution of Cellular Automata Using Instruction-Based Approach

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU101752" target="_blank" >RIV/00216305:26230/12:PU101752 - isvavai.cz</a>

  • Result on the web

    <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256475" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256475</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/CEC.2012.6256475" target="_blank" >10.1109/CEC.2012.6256475</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Evolution of Cellular Automata Using Instruction-Based Approach

  • Original language description

    This paper introduces a method of encoding cellular automata local transition function using an instruction-based approach and their design by means of genetic algorithms. The proposed method represents an indirect mapping between the input combinationsof states in the cellular neighborhood and the next states of the cells during the development steps. In this case the local transition function is described by a program (algorithm) whose execution calculates the next cell states. The objective of the program-based representation is to reduce the length of the chromosome in case of the evolutionary design of cellular automata. It will be shown that the instruction-based development allows us to design complex cellular automata with higher success ratethan the conventional table-based method especially for complex cellular automata with more than two cell states. The case studies include the replication problem and the problem of development of a given pattern from an initial seed.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JC - Computer hardware and software

  • OECD FORD branch

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

Others

  • Publication year

    2012

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    2012 IEEE World Congress on Computational Intelligence

  • ISBN

    978-1-4673-1508-1

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    1060-1067

  • Publisher name

    Institute of Electrical and Electronics Engineers

  • Place of publication

    CA

  • Event location

    Brisbane

  • Event date

    Jun 10, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312859302037