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Design of Interpretable Fuzzy Systems
Krzysztof Cpalka
€ 122.31
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Description for Design of Interpretable Fuzzy Systems
Hardback. Series: Studies in Computational Intelligence. Num Pages: 196 pages, 65 black & white illustrations, 50 colour tables, biography. BIC Classification: UYQN. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 479.
This book shows that the term “interpretability” goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy ... Read more
This book shows that the term “interpretability” goes far beyond the concept of readability of a fuzzy set and fuzzy rules. It focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible Mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. The individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. It also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy ... Read more
Product Details
Format
Hardback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
196
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
196
Place of Publication
Cham, Switzerland
ISBN
9783319528809
SKU
V9783319528809
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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