Parameter estimation and inverse problems.
Aster, Richard C.
Parameter estimation and inverse problems. - 2nd ed. Richard C. Aster, Clifford H. Thurber. - Amsterdam : Elsevier; 2013 - x, 360 p. : ill. ; 24 cm.
Includes bibliographical references and index.
Machine generated contents note: Preface Chapter 1: Introduction Chapter 2: Linear Regression Chapter 3: Rank Deficiency and Ill Conditioning Chapter 4: Tikhonov Regularization Chapter 5: Discretizing Inverse Problems Using Basis Functions Chapter 6: Iterative Methods Chapter 7: Additional Regularization Techniques Chapter 8: Fourier Techniques Chapter 9: Nonlinear Regression Chapter 10: Nonlinear Inverse Problems Chapter 11: Bayesian Methods Chapter 12: Epilogue A. Review of Linear Algebra B. Review of Probability and Statistics C. Review of Vector Calculus D. Glossary of Notation Bibliography Index.
9780123850485
2011032004
Parameter estimation.
Inverse problems (Differential equations)
Inversion (Geophysics)
Mathematical models.
QA276.8 / .A88 2013
515.357 AST/Par
Parameter estimation and inverse problems. - 2nd ed. Richard C. Aster, Clifford H. Thurber. - Amsterdam : Elsevier; 2013 - x, 360 p. : ill. ; 24 cm.
Includes bibliographical references and index.
Machine generated contents note: Preface Chapter 1: Introduction Chapter 2: Linear Regression Chapter 3: Rank Deficiency and Ill Conditioning Chapter 4: Tikhonov Regularization Chapter 5: Discretizing Inverse Problems Using Basis Functions Chapter 6: Iterative Methods Chapter 7: Additional Regularization Techniques Chapter 8: Fourier Techniques Chapter 9: Nonlinear Regression Chapter 10: Nonlinear Inverse Problems Chapter 11: Bayesian Methods Chapter 12: Epilogue A. Review of Linear Algebra B. Review of Probability and Statistics C. Review of Vector Calculus D. Glossary of Notation Bibliography Index.
9780123850485
2011032004
Parameter estimation.
Inverse problems (Differential equations)
Inversion (Geophysics)
Mathematical models.
QA276.8 / .A88 2013
515.357 AST/Par