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Titlebook: Rule-Based Evolutionary Online Learning Systems; A Principled Approac Martin V. Butz Book 2006 Springer-Verlag Berlin Heidelberg 2006 Artif

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書目名稱Rule-Based Evolutionary Online Learning Systems
副標(biāo)題A Principled Approac
編輯Martin V. Butz
視頻videohttp://file.papertrans.cn/833/832053/832053.mp4
概述Provides a comprehensive introduction to Learning Classifiers Systems.Principle approach to understand, analyze, and design Learning Classifier Systems.Includes supplementary material:
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Rule-Based Evolutionary Online Learning Systems; A Principled Approac Martin V. Butz Book 2006 Springer-Verlag Berlin Heidelberg 2006 Artif
描述Rule-basedevolutionaryonlinelearningsystems,oftenreferredtoasMichig- style learning classi?er systems (LCSs), were proposed nearly thirty years ago (Holland, 1976; Holland, 1977) originally calling them cognitive systems. LCSs combine the strength of reinforcement learning with the generali- tion capabilities of genetic algorithms promising a ?exible, online general- ing, solely reinforcement dependent learning system. However, despite several initial successful applications of LCSs and their interesting relations with a- mal learning and cognition, understanding of the systems remained somewhat obscured. Questions concerning learning complexity or convergence remained unanswered. Performance in di?erent problem types, problem structures, c- ceptspaces,andhypothesisspacesstayednearlyunpredictable. Thisbookhas the following three major objectives: (1) to establish a facetwise theory - proachforLCSsthatpromotessystemanalysis,understanding,anddesign;(2) to analyze, evaluate, and enhance the XCS classi?er system (Wilson, 1995) by the means of the facetwise approach establishing a fundamental XCS learning theory; (3) to identify both the major advantages of an LCS-based learning approac
出版日期Book 2006
關(guān)鍵詞Artificial Intelligence / Machine Learning; Cognitive Science; Genetic Algorithms; Genetics-Based Machi
版次1
doihttps://doi.org/10.1007/b104669
isbn_softcover978-3-642-06477-7
isbn_ebook978-3-540-31231-4Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2006
The information of publication is updating

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1434-9922 S classi?er system (Wilson, 1995) by the means of the facetwise approach establishing a fundamental XCS learning theory; (3) to identify both the major advantages of an LCS-based learning approac978-3-642-06477-7978-3-540-31231-4Series ISSN 1434-9922 Series E-ISSN 1860-0808
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egurgitant fraction—what percentage of the total stroke volume spills back into the LA. There are multiple echocardiographic quantification techniques for assessing MR severity including anatomic assessment for estimation of regurgitant orifice area, PISA method, color Doppler assessment, and volume
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Martin V. Butz mean pulmonary artery pressure, and pulmonary vascular resistance. Like with any other echo obtained measurement, attention to quality and accuracy of the interrogated flow and the obtained spectral signal is of paramount importance in order to assure the accuracy of the obtained data.
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Martin V. Butzdly influenced by the state of binding at the other sites. But whereas we know very little of the structure of most enzymes of this type, hemo- globin is one of a very small number of biological molecules whose immensely intricate machinery has been revealed to us. We owe this insight to the group u
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Martin V. Butzdly influenced by the state of binding at the other sites. But whereas we know very little of the structure of most enzymes of this type, hemo- globin is one of a very small number of biological molecules whose immensely intricate machinery has been revealed to us. We owe this insight to the group u
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Martin V. Butzhe crystallographic determination of these structures, there has been an almost exponential increase in the use of X-ray crystallography to determine the 3D structures of proteins, i.e., as evidenced by the history of structures deposited in the protein data bank.
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