Nodal Dynamics, Not Degree Distributions, Determine the Structural Controllability of Complex Networks
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{"title"=>"Nodal dynamics, not degree distributions, determine the structural controllability of complex networks", "type"=>"journal", "authors"=>[{"first_name"=>"Noah J.", "last_name"=>"Cowan", "scopus_author_id"=>"13605501300"}, {"first_name"=>"Erick J.", "last_name"=>"Chastain", "scopus_author_id"=>"16240934300"}, {"first_name"=>"Daril A.", "last_name"=>"Vilhena", "scopus_author_id"=>"36167779300"}, {"first_name"=>"James S.", "last_name"=>"Freudenberg", "scopus_author_id"=>"7005979840"}, {"first_name"=>"Carl T.", "last_name"=>"Bergstrom", "scopus_author_id"=>"7004918484"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-84862665090", "doi"=>"10.1371/journal.pone.0038398", "sgr"=>"84862665090", "arxiv"=>"1106.2573", "isbn"=>"1932-6203", "pmid"=>"22761682", "issn"=>"19326203", "pui"=>"365066354"}, "id"=>"8aeebf9e-6bf4-31bb-baf6-fa8f66b12137", "abstract"=>"Structural controllability has been proposed as an analytical framework for making predictions regarding the control of complex networks across myriad disciplines in the physical and life sciences (Liu et al., Nature:473(7346):167-173, 2011). Although the integration of control theory and network analysis is important, we argue that the application of the structural controllability framework to most if not all real-world networks leads to the conclusion that a single control input, applied to the power dominating set (PDS), is all that is needed for structural controllability. This result is consistent with the well-known fact that controllability and its dual observability are generic properties of systems. We argue that more important than issues of structural controllability are the questions of whether a system is almost uncontrollable, whether it is almost unobservable, and whether it possesses almost pole-zero cancellations.", "link"=>"http://www.mendeley.com/research/nodal-dynamics-not-degree-distributions-determine-structural-controllability-complex-networks", "reader_count"=>201, "reader_count_by_academic_status"=>{"Unspecified"=>9, "Professor > Associate Professor"=>13, "Researcher"=>40, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>77, "Student > Postgraduate"=>5, "Student > Master"=>21, "Other"=>3, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>16}, "reader_count_by_user_role"=>{"Unspecified"=>9, "Professor > Associate Professor"=>13, "Researcher"=>40, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>77, "Student > Postgraduate"=>5, "Student > Master"=>21, "Other"=>3, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>16}, "reader_count_by_subject_area"=>{"Unspecified"=>17, "Agricultural and Biological Sciences"=>44, "Business, Management and Accounting"=>3, "Computer Science"=>29, "Economics, Econometrics and Finance"=>1, "Engineering"=>43, "Environmental Science"=>5, "Biochemistry, Genetics and Molecular Biology"=>5, "Mathematics"=>9, "Medicine and Dentistry"=>3, "Neuroscience"=>11, "Sports and Recreations"=>1, "Physics and Astronomy"=>20, "Psychology"=>4, "Social Sciences"=>5, "Linguistics"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>3}, "Social Sciences"=>{"Social Sciences"=>5}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>20}, "Psychology"=>{"Psychology"=>4}, "Mathematics"=>{"Mathematics"=>9}, "Unspecified"=>{"Unspecified"=>17}, "Environmental Science"=>{"Environmental Science"=>5}, "Engineering"=>{"Engineering"=>43}, "Neuroscience"=>{"Neuroscience"=>11}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>44}, "Computer Science"=>{"Computer Science"=>29}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Linguistics"=>{"Linguistics"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>5}}, "reader_count_by_country"=>{"United States"=>7, "Japan"=>1, "Tanzania"=>1, "United Kingdom"=>3, "Switzerland"=>3, "Spain"=>1, "Canada"=>2, "Sweden"=>2, "Czech Republic"=>1, "Netherlands"=>1, "South Korea"=>1, "Norway"=>1, "China"=>1, "Finland"=>1, "Brazil"=>1, "Italy"=>1, "Mexico"=>2, "France"=>1, "Germany"=>2}, "group_count"=>10}

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Relative Metric

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