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In this chapter we look at various ways to perform mathematical optimization and parameter inference which are widely used in data analysis applications. This serves as an introduction and reference for the algorithms that enable the various methods that are widely used in image reconstruction (Chap. 10 ), analysis (Chap. 14 ) and modelling (Chap. 15 ).

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Optimization and Inference

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  • 发表日期：

    2025年

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  • Michael Chappell

摘要

In this chapter we look at various ways to perform mathematical optimization and parameter inference which are widely used in data analysis applications. This serves as an introduction and reference for the algorithms that enable the various methods that are widely used in image reconstruction (Chap. 10 ), analysis (Chap. 14 ) and modelling (Chap. 15 ).