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Flowshop Optimization in MATLAB - Genetic Algorithms Approach

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F02%3A00007164" target="_blank" >RIV/60461373:22340/02:00007164 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Flowshop Optimization in MATLAB - Genetic Algorithms Approach

  • Original language description

    The purpose of this paper is to show that methods of AI, genetic algorithms in particular, are very effective at solving difficult, important real-world problems, specifically the optimization of serial multiproduct batch plant sequencing, and to presentresults of our work in this field. This work deals with the problem of finding sequence of batches that minimizes the makespan, and discusses the application of different genetic algorithms to find such optimum sequence. We have created in Matlab a genetic algorithm, and set the algorithm's parameters, so that the result is well suited to the specific problem type while remaining flexible enough to be applicable to different problems in target group. This paper presents the analysis of performance of different algorithm configurations and parameter values.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2002

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    MATLAB 2002

  • ISBN

    80-7080-500-5

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    638-647

  • Publisher name

    Humusoft

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    Nov 7, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article