Design of Interpretable Fuzzy Systems is popular PDF and ePub book, written by Krzysztof Cpałka in 2017-01-31, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Design of Interpretable Fuzzy Systems can be Read Online from any device for your convenience.
Design of Interpretable Fuzzy Systems Book PDF Summary
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 sets, whose reduction does not adversely affect system accuracy. It illustrates the performance of the developed algorithms and methods with commonly used benchmarks. The book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics.
Detail Book of Design of Interpretable Fuzzy Systems PDF
- Author : Krzysztof Cpałka
- Release : 31 January 2017
- Publisher : Springer
- ISBN : 9783319528816
- Genre : Technology & Engineering
- Total Page : 203 pages
- Language : English
- PDF File Size : 10,9 Mb
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