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Titlebook: Fuzzy Cognitive Maps; Advances in Theory, Michael Glykas Book 2010 Springer-Verlag Berlin Heidelberg 2010 Fuzzy Cognitive Maps.Performance

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書目名稱Fuzzy Cognitive Maps
副標(biāo)題Advances in Theory,
編輯Michael Glykas
視頻videohttp://file.papertrans.cn/352/351176/351176.mp4
概述Contains the theory of fuzzy cognitive mapping and for the first time a methodology of constructing and linking fuzzy cognitive maps to be used in management and business process reengineering for per
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Fuzzy Cognitive Maps; Advances in Theory,  Michael Glykas Book 2010 Springer-Verlag Berlin Heidelberg 2010 Fuzzy Cognitive Maps.Performance
描述This important edited volume is the first such book ever published on fuzzy cognitive maps (FCMs). Professor Michael Glykas has done an exceptional job in bringing together and editing its seventeen chapters. The volume appears nearly a quarter century after my original article “Fuzzy Cognitive Maps” appeared in the International Journal of Man-Machine Studies in 1986. The volume accordingly reflects many years of research effort in the development of FCM theory and applications—and portends many more decades of FCM research and applications to come. FCMs are fuzzy feedback models of causality. They combine aspects of fuzzy logic, neural networks, semantic networks, expert systems, and nonlinear dynamical systems. That rich structure endows FCMs with their own complexity and lets them apply to a wide range of problems in engineering and in the soft and hard sciences. Their partial edge connections allow a user to directly represent causality as a matter of degree and to learn new edge strengths from training data. Their directed graph structure allows forward or what-if inferencing. FCM cycles or feedback paths allow for complex nonlinear dynamics. Control of FCM nonlinear dynamics
出版日期Book 2010
關(guān)鍵詞Fuzzy Cognitive Maps; Performance Measurement; artificial intelligence; calculus; complex systems; comput
版次1
doihttps://doi.org/10.1007/978-3-642-03220-2
isbn_softcover978-3-642-26398-9
isbn_ebook978-3-642-03220-2Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2010
The information of publication is updating

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