Maximum entropy solutions to scientific problems
著者
書誌事項
Maximum entropy solutions to scientific problems
Prentice Hall, c1993
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Highlighting several versions of the flexible, powerful maximum entropy (ME) method, this reference provides strategies for solving various practical, inverse, and underdetermined problems. "Maximum Entropy to Scientific Problems" explores the advantages and disadvantages of using different methods to solve complex underdetermined problems and backs up all solutions with specific examples as actual proof of the success of any given method. Many important topics are covered such as statistical uncertainty, assurance, the "Prony method" of pole-zero modelling, sampling theory and others.
目次
- Philosophical foundations
- maximum entropy estimations of the Earth density
- maximum entropy geotomography - Boltzmann method
- maximum entropy tomographic resolution - Boltzmann method
- maximum entropy spectral analysis - Gibbs' method
- maximum entropy coherent spectral analysis - Boltzmann method
- maximum entropy photon image restoration
- reliability-risk maximum entropy analysis.
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