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The Maximum Entropy Method

  • Nailong¬†Wu

Part of the Springer Series in Information Sciences book series (SSINF, volume 32)

Table of contents

About this book

Introduction

The Maximum Entropy Method addresses the principle and applications of the powerful maximum entropy method (MEM), which has its roots in the principle of maximum entropy introduced into the field of statistical mechanics almost 40 years ago. This method has since been adopted in many areas of science and technology, such as spectral analysis, image restoration, mathematics, and physics. Readers of this monograph are lead to current research frontiers through the analysis and comparison of three schools of thought in MEM research. The step-by-step approach and the detailed examples make this an invaluable textbook for graduate students. The detailed practical algorithms will also appeal to scientists and engineers using this book as a reference work.

Keywords

ACF extension AR process Burg algorithm Maximum entropy method Wiener Filter differential equation energy entropy experiment mechanics other fast algristhms phase roots spectra system

Authors and affiliations

  • Nailong¬†Wu
    • 1
  1. 1.Department of Physics and AstronomyYork UniversityTorontoCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-60629-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 1997
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-64484-9
  • Online ISBN 978-3-642-60629-8
  • Series Print ISSN 0720-678X
  • Buy this book on publisher's site
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