Advanced Fuzzy Systems Design and Applications is popular PDF and ePub book, written by Yaochu Jin in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Advanced Fuzzy Systems Design and Applications can be Read Online from any device for your convenience.
Advanced Fuzzy Systems Design and Applications Book PDF Summary
Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules generated from data are able to extract more profound knowledge for more complex systems. This book presents a number of approaches to the generation of fuzzy rules from data, ranging from the direct fuzzy inference based to neural net works and evolutionary algorithms based fuzzy rule generation. Besides the approximation accuracy, special attention has been paid to the interpretabil ity of the extracted fuzzy rules. In other words, the fuzzy rules generated from data are supposed to be as comprehensible to human beings as those generated from human heuristics. To this end, many aspects of interpretabil ity of fuzzy systems have been discussed, which must be taken into account in the data-driven fuzzy rule generation. In this way, fuzzy rules generated from data are intelligible to human users and therefore, knowledge about unknown systems can be extracted.
Detail Book of Advanced Fuzzy Systems Design and Applications PDF
- Author : Yaochu Jin
- Release : 06 December 2012
- Publisher : Physica
- ISBN : 9783790817713
- Genre : Computers
- Total Page : 276 pages
- Language : English
- PDF File Size : 14,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Advanced Fuzzy Systems Design and Applications by Yaochu Jin, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.