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    Spectral Characterization of Hierarchical Modularity in Product Architectures1

    Source: Journal of Mechanical Design:;2014:;volume( 136 ):;issue: 001::page 11006
    Author:
    Sarkar, Somwrita
    ,
    Dong, Andy
    ,
    Henderson, James A.
    ,
    Robinson, P. A.
    DOI: 10.1115/1.4025490
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Despite the importance of the architectural modularity of products and systems, existing modularity metrics or algorithms do not account for overlapping and hierarchically embedded modules. This paper presents a graph theoretic spectral approach to characterize the degree of modular hierarchicaloverlapping organization in the architecture of products and complex engineered systems. It is shown that the eigenvalues of the adjacency matrix of a product architecture graph can reveal layers of hidden modular or hierarchical modular organization that are not immediately visible in the predefined architectural description. We use the approach to analyze and discuss several design, management, and system resilience implications for complex engineered systems.
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      Spectral Characterization of Hierarchical Modularity in Product Architectures1

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    contributor authorSarkar, Somwrita
    contributor authorDong, Andy
    contributor authorHenderson, James A.
    contributor authorRobinson, P. A.
    date accessioned2017-05-09T01:10:21Z
    date available2017-05-09T01:10:21Z
    date issued2014
    identifier issn1050-0472
    identifier othermd_136_01_011006.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/155582
    description abstractDespite the importance of the architectural modularity of products and systems, existing modularity metrics or algorithms do not account for overlapping and hierarchically embedded modules. This paper presents a graph theoretic spectral approach to characterize the degree of modular hierarchicaloverlapping organization in the architecture of products and complex engineered systems. It is shown that the eigenvalues of the adjacency matrix of a product architecture graph can reveal layers of hidden modular or hierarchical modular organization that are not immediately visible in the predefined architectural description. We use the approach to analyze and discuss several design, management, and system resilience implications for complex engineered systems.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleSpectral Characterization of Hierarchical Modularity in Product Architectures1
    typeJournal Paper
    journal volume136
    journal issue1
    journal titleJournal of Mechanical Design
    identifier doi10.1115/1.4025490
    journal fristpage11006
    journal lastpage11006
    identifier eissn1528-9001
    treeJournal of Mechanical Design:;2014:;volume( 136 ):;issue: 001
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian