Computational intelligence-based time series analysis / edited by Dinesh C. S. Bisht.

Format:

Book

Contributor:

Bisht, Dinesh C. S., editor.

Series:

River Publishers series in automation, control and robotics.

River Publishers series in automation, control and robotics

Language:

English

Subjects (All):

Time-series analysis.

Computational intelligence.

Physical Description:

1 online resource (192 pages)

Edition:

First edition.

Place of Publication:

Gistrup, Denmark : River Publishers, [2022]

Summary:

"The sequential analysis of data and information gathered from past to present is called time series analysis. Time series data are of high dimension, large size and updated continuously. A time series depends on various factors like trend, seasonality, cycle and irregular data set, and is basically a series of data points well-organized in time. Time series forecasting is a significant area of machine learning. There are various prediction problems that are time-dependent and these problems can be handled through time series analysis. Computational intelligence (CI) is a developing computing approach for the forthcoming several years. CI gives the litheness to model the problem according to given requirements. It helps to find swift solutions to the problems arising in numerous disciplines. These methods mimic human behavior. The main objective of CI is to develop intelligent machines to provide solutions to real world problems, which are not modelled or too difficult to model mathematically. This book aims to cover the recent advances in time series and applications of CI for time series analysis"-- Provided by publisher.

Notes:

Includes index.

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9781000796971

1000796973

9781003337676

1003337678

9781000793819

1000793818

9788770224161

8770224161

OCLC:

1334006994