Download Applications of Soft Computing in Time Series Forecasting: by Pritpal Singh PDF

By Pritpal Singh

This booklet stories on an in-depth examine of fuzzy time sequence (FTS) modeling. It reports and summarizes past examine paintings in FTS modeling and likewise presents a quick creation to different soft-computing suggestions, corresponding to synthetic neural networks (ANNs), tough units (RS) and evolutionary computing (EC), concentrating on how those ideas might be built-in into diverse levels of the FTS modeling procedure. specifically, the ebook describes novel tools as a result of the hybridization of FTS modeling methods with neural networks and particle swarm optimization. It additionally demonstrates how a brand new ANN-based version will be effectively utilized within the context of predicting Indian summer season monsoon rainfall. because of its easy-to-read type and the transparent reasons of the versions, the e-book can be utilized as a concise but finished reference consultant to fuzzy time series modeling, and may be worthwhile not just for graduate scholars, but additionally for researchers and pros operating for educational, company and executive organizations.


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