By Pritpal Singh
This e-book experiences on an in-depth examine of fuzzy time sequence (FTS) modeling. It experiences and summarizes prior learn paintings in FTS modeling and in addition presents a short creation to different soft-computing innovations, similar to man made neural networks (ANNs), tough units (RS) and evolutionary computing (EC), concentrating on how those innovations may be built-in into assorted stages of the FTS modeling process. specifically, the ebook describes novel equipment as a result of the hybridization of FTS modeling techniques with neural networks and particle swarm optimization. It additionally demonstrates how a brand new ANN-based version should be effectively utilized within the context of predicting Indian summer time monsoon rainfall. because of its easy-to-read kind and the transparent factors of the types, the publication can be utilized as a concise but complete reference consultant to fuzzy time series modeling, and may be useful not just for graduate scholars, but in addition for researchers and execs operating for tutorial, company and executive organizations.
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