Download e-book for kindle: Applications of Soft Computing in Time Series Forecasting: by Pritpal Singh

By Pritpal Singh

ISBN-10: 3319262920

ISBN-13: 9783319262925

ISBN-10: 331938726X

ISBN-13: 9783319387260

This e-book studies on an in-depth examine of fuzzy time sequence (FTS) modeling. It studies and summarizes past learn paintings in FTS modeling and in addition offers a short creation to different soft-computing strategies, resembling synthetic neural networks (ANNs), tough units (RS) and evolutionary computing (EC), targeting how those options will be built-in into various levels of the FTS modeling process. particularly, the ebook describes novel tools because of the hybridization of FTS modeling methods with neural networks and particle swarm optimization. It additionally demonstrates how a brand new ANN-based version could be effectively utilized within the context of predicting Indian summer time monsoon rainfall. because of its easy-to-read type and the transparent factors of the versions, the e-book can be utilized as a concise but entire reference consultant to fuzzy time series modeling, and should be necessary not just for graduate scholars, but in addition for researchers and execs operating for tutorial, enterprise and govt organizations.

 

Show description

Read or Download Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing) PDF

Similar chaos & systems books

Dynamical Systems and Control (Stability and Control: by George Leitmann,Firdaus E. Udwadia,H.I. Weber PDF

Dynamical platforms and keep watch over records the most important displays of the eleventh foreign Workshop on Dynamics and regulate, supplying a starting place for additional study. Contributed papers make clear actual, organic, and financial phenomena via traces of reasoning that originate from this self-discipline.

Download PDF by Robin Robertson,Allan Combs: Chaos theory in Psychology and the Life Sciences

This e-book represents the easiest of the 1st 3 years of the Society for Chaos concept in Psychology meetings. whereas chaos thought has been a subject of substantial curiosity within the actual and organic sciences, its functions in psychology and similar fields were obscured till lately through its complexity.

Download PDF by Antoine Chaigne,Jean Kergomard: Acoustics of Musical Instruments (Modern Acoustics and

This ebook, the 1st English-language translation of Acoustique des tools de musique, moment Edition, presents the required foundations for figuring out the advanced actual phenomena inquisitive about musical instruments. What is the functionality of the labium in a flute? Which good points of an software let us make a transparent audible contrast among a clarinet and a trumpet?

Download e-book for iPad: Neoclassical Theory of Electromagnetic Interactions: A by Anatoli Babin,Alexander Figotin

During this monograph, the authors current their lately built idea of electromagnetic interactions. This neoclassical method extends the classical electromagnetic conception right down to atomic scales and permits the reason of assorted non-classical phenomena within the comparable framework. whereas the classical Maxwell–Lorentz electromagnetism thought succeeds in describing the actual fact at macroscopic scales, it struggles at atomic scales.

Extra resources for Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing)

Example text

Download PDF sample

Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing) by Pritpal Singh


by William
4.1

Rated 4.55 of 5 – based on 22 votes

Published by admin