Fuzzy-Systems in Computer Science - Gebhardt, Jörg

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Résumé :
1 Fuzzy Systems in Germany: Historical Remarks.- 2 Fuzzy Control.- 2.1 Fuzzy Control: An Overview.- 2.2 Input Scaling of Fuzzy Controllers.- 2.3 How to Store Efficiently a Linguistic Rule Set in a Fuzzy Controller.- 2.4 Learning the Rule Base of a Fuzzy Controller by a Genetic Algorithm.- 2.5 Comparison of Conventional and Fuzzy-Control of Non-Linear Systems.- 3 Fuzzy Neuro Systems.- 3.1 Fuzzy Neuro Systems: An Overview.- 3.2 Image Analysis based on Fuzzy Similarities.- 3.3 ANFIS-SNNS: Adaptive Network Fuzzy Inference System in the Stuttgart Neural Network Simulator.- 3.4 Fast Perceptron Learning by Fuzzy Controlled Dynamic Adaptation of Network Parameters.- 3.5 Building Neural Fuzzy Controllers with NEFCON-I.- 4 Fuzzy Systems in AI.- 4.1 Fuzzy Systems in AI: An Overview.- 4.2 Possibilistic Reasoning in Multidimensional Hypotheses Spaces.- 4.3 Hybrid Reasoning with FUZZYNEX.- 4.4 The Semantics of Imprecision in Terminological Logics.- 5 Theory of Fuzzy Systems.- 5.1 Theory of Fuzzy Systems: An Overview.- 5.2 Solvability Considerations for Non-Elementary Fuzzy Relational Equations.- 5.3 Monoidal Logic.- 5.4 Interpolation and Approximation of Real Input-Output Functions Using Fuzzy Rule Bases.- 5.5 Defuzzification as Crisp Decision Under Fuzzy Constraints - New Aspects of Theory and Improved Defuzzification Algorithms.- 5.6 Uncertainty and Fuzziness.- 6 Fuzzy Classification.- 6.1 Fuzzy Classification: An Overview.- 6.2 Fuzzy Pattern Classification - Methodology and Application -.- 6.3 A Fuzzy Method to Spectra Interpretation.- 6.4 Fuzzy Elastic Matching of Medical Objects Using Fuzzy Geometric Representations.- 6.5 FRED - Fuzzy Preference Decision Support System A Knowledge-Based Approach for Fuzzy Multiattribute Preference Decision Making.- Authors....

Biographie:
Prof. Dr. Rudolf Kruse und Dr. J?rg Gebhardt arbeiten am Institut f?r Betriebssysteme und Rechnerverbund der TU Braunschweig. Dr. Rainer Palm ist in der Zentralabteilung Forschung und Entwicklung der Siemens AG M?nchen t?tig....

Sommaire:
1 Fuzzy Systems in Germany: Historical Remarks.- 2 Fuzzy Control.- 2.1 Fuzzy Control: An Overview.- 2.2 Input Scaling of Fuzzy Controllers.- 2.3 How to Store Efficiently a Linguistic Rule Set in a Fuzzy Controller.- 2.4 Learning the Rule Base of a Fuzzy Controller by a Genetic Algorithm.- 2.5 Comparison of Conventional and Fuzzy-Control of Non-Linear Systems.- 3 Fuzzy Neuro Systems.- 3.1 Fuzzy Neuro Systems: An Overview.- 3.2 Image Analysis based on Fuzzy Similarities.- 3.3 ANFIS-SNNS: Adaptive Network Fuzzy Inference System in the Stuttgart Neural Network Simulator.- 3.4 Fast Perceptron Learning by Fuzzy Controlled Dynamic Adaptation of Network Parameters.- 3.5 Building Neural Fuzzy Controllers with NEFCON-I.- 4 Fuzzy Systems in AI.- 4.1 Fuzzy Systems in AI: An Overview.- 4.2 Possibilistic Reasoning in Multidimensional Hypotheses Spaces.- 4.3 Hybrid Reasoning with FUZZYNEX.- 4.4 The Semantics of Imprecision in Terminological Logics.- 5 Theory of Fuzzy Systems.- 5.1 Theory of Fuzzy Systems: An Overview.- 5.2 Solvability Considerations for Non-Elementary Fuzzy Relational Equations.- 5.3 Monoidal Logic.- 5.4 Interpolation and Approximation of Real Input-Output Functions Using Fuzzy Rule Bases.- 5.5 Defuzzification as Crisp Decision Under Fuzzy Constraints - New Aspects of Theory and Improved Defuzzification Algorithms.- 5.6 Uncertainty and Fuzziness.- 6 Fuzzy Classification.- 6.1 Fuzzy Classification: An Overview.- 6.2 Fuzzy Pattern Classification - Methodology and Application -.- 6.3 A Fuzzy Method to Spectra Interpretation.- 6.4 Fuzzy Elastic Matching of Medical Objects Using Fuzzy Geometric Representations.- 6.5 FRED - Fuzzy Preference Decision Support System A Knowledge-Based Approach for Fuzzy Multiattribute Preference Decision Making.- Authors.