Get Novel Developments in Granular Computing: Applications for PDF

By JingTao Yao

ISBN-10: 1605663247

ISBN-13: 9781605663241

ISBN-10: 1605663255

ISBN-13: 9781605663258

Novel advancements in Granular Computing: purposes for complicated Human Reasoning and smooth Computation analyzes advancements and present traits of granular computing, reviewing the main influential examine and predicting destiny tendencies. This publication not just provides a accomplished precis of current practices, yet complements realizing on human reasoning.

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Perspectives of granular computing. , & Zhang, B. ), Proceedings of 2005 IEEE International Conference on Granular Computing (pp. 85-90). Piscataway, NJ: Institute of Electrical and Electronics Engineers, Inc. Yao, Y. Y. (2006). Three perspectives of granular computing. Journal of Nanchang Institute of Technology, 25, 16–21. Yao, Y. Y. (2007a). The art of granular computing. , & Skowron, A. ), Proceeding of the International Conference on Rough Sets and Emerging Intelligent Systems Paradigms, LNAI 4585 (pp.

1972). Human problem solving. New Jersey: Prentice-Hall, Inc. Pawlak, Z. (1998). Granularity of knowledge, indiscernibility and rough sets. In: Proceedings of 1998 IEEE International Conference on Fuzzy Systems (pp. 106-110). Piscataway, NJ: Institute of Electrical and Electronics Engineers, Inc. , & Kreinovich, V. ). (2008). Handbook of granular computing. 1002/9780470724163 Pinker, S. (1997). How the mind works. W. Norton & Company. Samuel, A. L. (1962). Artificial intelligence: a frontier of automation.

Instead of giving a full account of granular computing for machines, I will address a few fundamental issues related to the notion of multiple levels of granularity. For describing and understanding a problem, we need to explore multiple representations in terms of multiple views and multiple levels of abstraction; for finding the most suitable solutions to problem, we need to examine the space of multiple approximate solutions; in the process of problem solving, we need to employ multiple strategies.

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Novel Developments in Granular Computing: Applications for Advanced Human Reasoning and Soft Computation by JingTao Yao


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