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

By Pritpal Singh

This publication reviews on an in-depth examine of fuzzy time sequence (FTS) modeling. It stories and summarizes prior examine paintings in FTS modeling and likewise offers a short creation to different soft-computing concepts, reminiscent of man made neural networks (ANNs), tough units (RS) and evolutionary computing (EC), targeting how those suggestions might be built-in into various stages of the FTS modeling technique. specifically, the booklet describes novel equipment because of the hybridization of FTS modeling techniques with neural networks and particle swarm optimization. It additionally demonstrates how a brand new ANN-based version might be effectively utilized within the context of predicting Indian summer time monsoon rainfall. due to its easy-to-read kind and the transparent motives of the versions, the e-book can be utilized as a concise but finished reference advisor to fuzzy time series modeling, and should be worthy not just for graduate scholars, but in addition for researchers and execs operating for educational, enterprise and govt organizations.


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