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.

 

Show description

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

Best chaos & systems books

From Hamiltonian Chaos to Complex Systems: A Nonlinear Physics Approach: 5 (Nonlinear Systems and Complexity)

From Hamiltonian Chaos to complicated structures: A Nonlinear Physics technique collects contributions on fresh advancements in non-linear dynamics and statistical physics with an emphasis on advanced structures. This publication presents quite a lot of cutting-edge examine in those fields. The unifying element of this e-book is demonstration of ways comparable instruments coming from dynamical structures, nonlinear physics, and statistical dynamics may end up in a wide landscape of  study in numerous fields of physics and past, such a lot particularly with the viewpoint of software in complicated platforms.

Boundaries of a Complex World (Springer Series in Synergetics)

The centraltheme of this e-book is the level to which the constitution of the unfastened dynamicalboundaries of a procedure controls the evolution of the procedure as an entire. Applyingthree orthogonal sorts of pondering - mathematical, constructivist andmorphological, it illustrates those recommendations utilizing functions to selectedproblems from the social and existence sciences, in addition to economics.

Chaos and Complexity in Astrophysics

The self-discipline of nonlinear dynamics has built explosively in all components of physics. This complete primer summarizes the most advancements within the mathematical thought of dynamical platforms, chaos, trend formation and complexity. An advent to mathematical thoughts and methods is given within the first a part of the booklet, earlier than being utilized to stellar, interstellar, galactic and massive scale complicated phenomena within the Universe.

Interfacial Wave Theory of Pattern Formation in Solidification: Dendrites, Fingers, Cells and Free Boundaries (Springer Series in Synergetics)

This accomplished paintings explores interfacial instability and development formation in dynamic platforms clear of the equilibrium country in solidification and crystal development. extra, this considerably multiplied 2d variation introduces and experiences the growth made over the past 20 years. specifically, it describes the main popular development formation phenomena as a rule saw in fabric processing and crystal development within the framework of the formerly demonstrated interfacial wave thought, together with loose dendritic progress from undercooled soften, mobile development and eutectic progress in directional solidification, in addition to viscous fingering in Hele-Shaw circulation.

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

Example text

Download PDF sample

Rated 4.51 of 5 – based on 32 votes