An Introduction to Inverse Problems with Applications
Moura Neto, Francisco Duarte.
An Introduction to Inverse Problems with Applications [electronic resource] / by Francisco Duarte Moura Neto, Antônio José da Silva Neto. - XXII, 246 p. online resource.
Road map -- Mathematical modeling -- Fundamental concepts in inverse problems -- Spectral analysis of an inverse problem -- Image restoration -- Radiative transfer and heat conduction -- Thermal characterization -- Heat conduction -- A general perspective.
Computational engineering/science uses a blend of applications, mathematical models and computations. Mathematical models require accurate approximations of their parameters, which are often viewed as solutions to inverse problems. Thus, the study of inverse problems is an integral part of computational engineering/science. This book presents several aspects of inverse problems along with needed prerequisite topics in numerical analysis and matrix algebra. If the reader has previously studied these prerequisites, then one can rapidly move to the inverse problems in chapters 4-8 on image restoration, thermal radiation, thermal characterization and heat transfer. “This text does provide a comprehensive introduction to inverse problems and fills a void in the literature”. Robert E White, Professor of Mathematics, North Carolina State University.
9783642325571
10.1007/978-3-642-32557-1 doi
Engineering.
Computer mathematics.
Applied mathematics.
Engineering mathematics.
Thermodynamics.
Heat engineering.
Heat transfer.
Mass transfer.
Engineering.
Appl.Mathematics/Computational Methods of Engineering.
Computational Science and Engineering.
Engineering Thermodynamics, Heat and Mass Transfer.
TA329-348 TA640-643
519
An Introduction to Inverse Problems with Applications [electronic resource] / by Francisco Duarte Moura Neto, Antônio José da Silva Neto. - XXII, 246 p. online resource.
Road map -- Mathematical modeling -- Fundamental concepts in inverse problems -- Spectral analysis of an inverse problem -- Image restoration -- Radiative transfer and heat conduction -- Thermal characterization -- Heat conduction -- A general perspective.
Computational engineering/science uses a blend of applications, mathematical models and computations. Mathematical models require accurate approximations of their parameters, which are often viewed as solutions to inverse problems. Thus, the study of inverse problems is an integral part of computational engineering/science. This book presents several aspects of inverse problems along with needed prerequisite topics in numerical analysis and matrix algebra. If the reader has previously studied these prerequisites, then one can rapidly move to the inverse problems in chapters 4-8 on image restoration, thermal radiation, thermal characterization and heat transfer. “This text does provide a comprehensive introduction to inverse problems and fills a void in the literature”. Robert E White, Professor of Mathematics, North Carolina State University.
9783642325571
10.1007/978-3-642-32557-1 doi
Engineering.
Computer mathematics.
Applied mathematics.
Engineering mathematics.
Thermodynamics.
Heat engineering.
Heat transfer.
Mass transfer.
Engineering.
Appl.Mathematics/Computational Methods of Engineering.
Computational Science and Engineering.
Engineering Thermodynamics, Heat and Mass Transfer.
TA329-348 TA640-643
519