By Janusz Kacprzyk,Dimitar Filev,Gleb Beliakov
This publication deals a finished document at the state-of-the artwork within the broadly-intended box of “intelligent systems”. After introducing key theoretical concerns, it describes a few promising types for info and approach research, selection making, and regulate. It discusses very important theories, together with threat conception, the Dempster-Shafer idea, the idea of approximate reasoning, in addition to computing with phrases, including novel functions in quite a few components, resembling info aggregation and fusion, linguistic information summarization, participatory studying, platforms modeling, etc. by means of featuring the equipment of their software contexts, the ebook exhibits how granular computing, gentle computing and fuzzy common sense innovations gives you novel, effective ideas to real-world difficulties. it really is devoted to Professor Ronald R. Yager for his nice medical and scholarly achievements, and for his long-lasting provider to the bushy common sense, and the factitious and computational intelligence communities. it's been prompted via the authors’ appreciation of his unique pondering and groundbreaking rules, with a different concept to his important examine at the automatic implementation of assorted elements of human cognition for decision-making and problem-solving.
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Granular, Soft and Fuzzy Approaches for Intelligent Systems: Dedicated to Professor Ronald R. Yager (Studies in Fuzziness and Soft Computing) by Janusz Kacprzyk,Dimitar Filev,Gleb Beliakov