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inverseproblemsariseinanumberofimportantpracticalapplications,rangingfrombiomedicalimagingtoseismicprospecting.thisbookprovidesthereaderwithabasicunderstandingofboththeunderlyingmathematicsandthecomputationalmethodsusedtosolveinverseproblems.italsoaddressesspecializedtopicslikeimagereconstruction,parameteridentification,totalvariationmethods,nonnegativityconstraints,andregularizationparameterselectionmethods. becauseinverseproblemstypicallyinvolvetheestimationofcertainquantitiesbasedonindirectmeasurements,theestimationprocessisoftenill-posed.regularizationmethods,whichhavebeendevelopedtodealwiththisill-posedness,arecarefullyexplainedintheearlychaptersofcomputationalmethodsforinverseproblems.thebookalsointegratesmathematicalandstatisticaltheorywithapplicationsandpracticalcomputationalmethods,includingtopicslikemaximumlikelihoodestimationandBayesianestimation.

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inverseproblemsariseinanumberofimportantpracticalapplications,rangingfrombiomedicalimagingtoseismicprospecting.thisbookprovidesthereaderwithabasicunderstandingofboththeunderlyingmathematicsandthecomputationalmethodsusedtosolveinverseproblems.italsoaddressesspecializedtopicslikeimagereconstruction,parameteridentification,totalvariationmethods,nonnegativityconstraints,andregularizationparameterselectionmethods. becauseinverseproblemstypicallyinvolvetheestimationofcertainquantitiesbasedonindirectmeasurements,theestimationprocessisoftenill-posed.regularizationmethods,whichhavebeendevelopedtodealwiththisill-posedness,arecarefullyexplainedintheearlychaptersofcomputationalmethodsforinverseproblems.thebookalsointegratesmathematicalandstatisticaltheorywithapplicationsandpracticalcomputationalmethods,includingtopicslikemaximumlikelihoodestimationandBayesianestimation.

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Computational Methods for Inverse Problems反问题的计算方法 Curtis R. 【速开发票，优质售后，支持7天无理由退换】

inverseproblemsariseinanumberofimportantpracticalapplications,rangingfrombiomedicalimagingtoseismicprospecting.thiookprovidesthereaderwithabasicunderstandingofboththeunderlyingmathematicsandthecomputationalmethodsusedtosolveinverseproblems.italsoaddressesspecializedtopicslikeimagereconstruction,parameteridentification,totalvariationmethods,nonnegativityconstraints,andregularizationparameterselectionmethods. becauseinverseproblemstypicallyinvolvetheestimationofcertainquantitieasedonindirectmeasurements,theestimationprocessisoftenill-posed.regularizationmethods,whichhavebeendevelopedtodealwiththisill-posedness,arecarefullyexplainedintheearlychaptersofcomputationalmethodsforinverseproblems.thebookalsointegratesmathematicalandstatisticaltheorywithapplicationsandpracticalcomputationalmethods,includingtopicslikemaximumlikelihoodestimationandBayesianestimation.

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