Title :
Contemporary Cybernetics and Its Facets of Cognitive Informatics and Computational Intelligence
Author :
Wang, Yingxu ; Kinsner, Witold ; Zhang, Du
Author_Institution :
Dept. of Comput. Sci., Stanford Univ., Stanford, CA
Abstract :
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.
Keywords :
artificial intelligence; biomimetics; cognitive systems; neural nets; artificial neural network; cognitive informatics; computational intelligence; contemporary cybernetic intelligence model; hierarchical behavioral model; machine intelligence; neural informatics; Autonomic systems; behavioral models; cognitive informatics; cognitive models; cognitive systems; computational intelligence; cybernetics; imperative systems; machine intelligence; mathematical models; natural intelligence; Artificial Intelligence; Brain; Cybernetics; Humans; Informatics; Intelligence; Models, Neurological; Models, Theoretical; Nerve Net; Neural Networks (Computer);
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2009.2013721
