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

By Pritpal Singh

This booklet studies on an in-depth research of fuzzy time sequence (FTS) modeling. It experiences and summarizes past examine paintings in FTS modeling and in addition offers a short advent to different soft-computing suggestions, equivalent to man made neural networks (ANNs), tough units (RS) and evolutionary computing (EC), targeting how those strategies may be built-in into various stages of the FTS modeling procedure. particularly, the publication describes novel equipment 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 should be effectively utilized within the context of predicting Indian summer season monsoon rainfall. due to its easy-to-read variety and the transparent reasons of the versions, the ebook can be utilized as a concise but complete reference advisor to fuzzy time series modeling, and should be worthy not just for graduate scholars, but additionally for researchers and execs operating for educational, 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

Fractional Dynamics and Control

Fractional Dynamics and regulate presents a complete evaluation of contemporary advances within the parts of nonlinear dynamics, vibration and keep watch over with analytical, numerical, and experimental effects. This ebook presents an summary of contemporary discoveries in fractional keep an eye on, delves into fractional variational ideas and differential equations, and applies complicated options in fractional calculus to fixing advanced mathematical and actual difficulties.

Dynamical Systems and Control (Stability and Control: Theory, Methods and Applications)

The eleventh foreign Workshop on Dynamics and regulate introduced jointly scientists and engineers from diversified fields and gave them a venue to increase a better figuring out of this self-discipline and the way it pertains to many components in technological know-how, engineering, economics, and biology. the development gave researchers a chance to enquire principles and strategies from open air their very own fields of craftsmanship, permitting a cross-pollination of dynamics and keep an eye on views.

Neoclassical Theory of Electromagnetic Interactions: A Single Theory for Macroscopic and Microscopic Scales (Theoretical and Mathematical Physics)

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

There Is No Theory of Everything: A Physics Perspective on Emergence

The most goal of this booklet is to introduce a broader viewers to emergence via illustrating how discoveries within the actual sciences have knowledgeable the methods we expect approximately it. In a nutshell, emergence asserts that non-reductive habit arises at larger degrees of association and complexity. As physicist Philip Anderson placed it, “more is varied.

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

Sample 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 Kenneth
4.5

Rated 4.02 of 5 – based on 25 votes