A New Paradigm of Knowledge Engineering by Soft Computing
By:Liya Ding,Fuzzy Logic Systems Institute
Published on 2001 by World Scientific
Soft computing (SC) consists of several computing paradigms, including neural networks, fuzzy set theory, approximate reasoning, and derivative-free optimization methods such as genetic algorithms. The integration of those constituent methodologies forms the core of SC. In addition, the synergy allows SC to incorporate human knowledge effectively, deal with imprecision and uncertainty, and learn to adapt to unknown or changing environments for better performance. Together with other modern technologies, SC and its applications exert unprecedented influence on intelligent systems that mimic human intelligence in thinking, learning, reasoning, and many other aspects. Knowledge engineering (KE), which deals with knowledge acquisition, representation, validation, inferencing, explanation, and maintenance, has made significant progress recently, owing to the indefatigable efforts of researchers. Undoubtedly, the hot topics of data mining and knowledge/data discovery have injected new life into the classical AI,world. This book tells readers how KE has been influenced and extended by SC and how SC will be helpful in pushing the frontier of KE further. It is intended for researchers and graduate students to use as a reference in the study of knowledge engineering and intelligent systems. The reader is expected to have a basic knowledge of fuzzy logic, neural networks, genetic algorithms, and knowledge-based systems.
This Book was ranked at 22 by Google Books for keyword fuzzy thinking the new science of fuzzy logic.
Book ID of A New Paradigm of Knowledge Engineering by Soft Computing's Books is tFhqDQAAQBAJ, Book which was written byLiya Ding,Fuzzy Logic Systems Institutehave ETAG "5w88cz/oPGg"
Book which was published by World Scientific since 2001 have ISBNs, ISBN 13 Code is 9789810245177 and ISBN 10 Code is 9810245173
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