Fuzzy-Systems in Computer Science

von Jörg Gebhardt, Rainer (Eds. Palm, Rudolf Kruse

356 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Computational Intelligence
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Technologie, allgemein Ingenieurswesen, Maschinenbau allgemein
• ISBN: 9783322868268
• Sprache: Deutsch
• Erscheinungsdatum: 02.03.2012
• Größe: 210 x 148 mm
• Verlag: Vieweg+Teubner Verlag