Contemporary Cybernetics and Its Facets of Cognitive Informatics and Computational Intelligence
This paper explores the architecture, theoretical foundations, and paradigms of contemporary cybernetics from perspectives of cognitive informatics (CI) and computational intelligence. The modern domain and the hierarchical behavioral model of cybernetics are elaborated at the imperative, autonomic,...
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| Veröffentlicht in: | IEEE transactions on cybernetics 2009-08, Vol.39 (4), p.823-833 |
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| container_title | IEEE transactions on cybernetics |
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| creator | Yingxu Wang Kinsner, W. Du Zhang |
| description | This paper explores the architecture, theoretical foundations, and paradigms of contemporary cybernetics from perspectives of cognitive informatics (CI) and computational intelligence. The modern domain and the hierarchical behavioral model of cybernetics are elaborated at the imperative, autonomic, and cognitive layers. The CI facet of cybernetics is presented, which explains how the brain may be mimicked in cybernetics via CI and neural informatics. The computational intelligence facet is described with a generic intelligence model of cybernetics. The compatibility between natural and cybernetic intelligence is analyzed. A coherent framework of contemporary cybernetics is presented toward the development of transdisciplinary theories and applications in cybernetics, CI, and computational intelligence. |
| doi_str_mv | 10.1109/TSMCB.2009.2013721 |
| format | Article |
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| identifier | ISSN: 1083-4419 |
| ispartof | IEEE transactions on cybernetics, 2009-08, Vol.39 (4), p.823-833 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) |
| subjects | Artificial Intelligence Autonomic systems behavioral models Brain - physiology Cognitive informatics cognitive models cognitive systems Competitive intelligence Computational intelligence Cybernetics History Humans imperative systems Informatics Intelligence - physiology Intelligent agent Intelligent robots Machine intelligence Mathematical model mathematical models Models, Neurological Models, Theoretical natural intelligence Nerve Net - physiology Neural Networks (Computer) |
| title | Contemporary Cybernetics and Its Facets of Cognitive Informatics and Computational Intelligence |
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