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    Genetic Algorithms for the Calibration of Constitutive Models for Soils

    Source: International Journal of Geomechanics:;2005:;Volume ( 005 ):;issue: 003
    Author:
    Prasad Samarajiva
    ,
    Emir Jose Macari
    ,
    Wije Wathugala
    DOI: 10.1061/(ASCE)1532-3641(2005)5:3(206)
    Publisher: American Society of Civil Engineers
    Abstract: This paper presents a study that uses an innovative numerical method called the “genetic algorithm” for material parameter optimization in constitutive modeling. The paper introduces a new scheme, a fitness function, to estimate the error of predicted behavior due to a given set of material parameters. Optimization efficiency of the proposed fitness function is analyzed by changing the selected genetic algorithm parameters. The genetic algorithm and the new fitness function were found to be capable of optimizing material parameters of complex constitutive models.
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      Genetic Algorithms for the Calibration of Constitutive Models for Soils

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    http://yetl.yabesh.ir/yetl1/handle/yetl/55012
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    • International Journal of Geomechanics

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    contributor authorPrasad Samarajiva
    contributor authorEmir Jose Macari
    contributor authorWije Wathugala
    date accessioned2017-05-08T21:31:50Z
    date available2017-05-08T21:31:50Z
    date copyrightSeptember 2005
    date issued2005
    identifier other%28asce%291532-3641%282005%295%3A3%28206%29.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/55012
    description abstractThis paper presents a study that uses an innovative numerical method called the “genetic algorithm” for material parameter optimization in constitutive modeling. The paper introduces a new scheme, a fitness function, to estimate the error of predicted behavior due to a given set of material parameters. Optimization efficiency of the proposed fitness function is analyzed by changing the selected genetic algorithm parameters. The genetic algorithm and the new fitness function were found to be capable of optimizing material parameters of complex constitutive models.
    publisherAmerican Society of Civil Engineers
    titleGenetic Algorithms for the Calibration of Constitutive Models for Soils
    typeJournal Paper
    journal volume5
    journal issue3
    journal titleInternational Journal of Geomechanics
    identifier doi10.1061/(ASCE)1532-3641(2005)5:3(206)
    treeInternational Journal of Geomechanics:;2005:;Volume ( 005 ):;issue: 003
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
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