Grey Forecasting | Mechanism, Models and Applications

Naiming Xie (u. a.)

ISBN 10: 9819753252 / ISBN 13: 9789819753253

Published by Springer, 2025

About this Item

Grey Forecasting | Mechanism, Models and Applications | Naiming Xie (u. a.) | Taschenbuch | Series on Grey System | xiii | Englisch | 2025 | Springer | EAN 9789819753253 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Seller Inventory # 135799057

Bibliographic Details

• Title: Grey Forecasting | Mechanism, Models and Applications
• Publisher: Springer
• Publication Date: 2025
• Language: English
• ISBN 10: 9819753252
• ISBN 13: 9789819753253
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 12D millimeters 235 millimeters width by 155 millimeters height by 12 millimeters depth
• Weight: 335 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

This book aims to present an overview of grey system models for time series modelling and forecasting. It is about modelling and forecasting time series with ordinary differential equations, especially when the available samples are extremely limited. Grey system models (GSM) develop sequence operators to nonparametrically identify the underlying dynamics from the limited observations. This book concerns about two important modelling themes, small sample and poor information. The former focuses on the mechanism and methodology of GSMs for small-sample real-number time series, and the latter on the uncertainty quantification of grey number together with its small-sample modelling principles. In this book, a broad entry point to applied data science for students majoring in economic, management science, and engineering is applied, covering a wide range of topics from basic introductory material up to research-level techniques.