Geophysical Inversion Theory and Global Optimization Methods
Caiyun Liu, Jie Xiong
(2018)
Geophysical Inversion Theory and Global Optimization Methods: pp.
45-53.
Chapter 5 Nonlinear inverse methods
The following sections are included:
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5.1. Gradient-type methods
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5.1.1. Steepest descent method
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5.1.2. Newton method
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5.1.3. Conjugate gradient method
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5.2. Regularized gradient method
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5.2.1. Regularized steepest method
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5.2.2. Regularized Newton method
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5.2.3. Approximate regular nonlinear inversion
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5.2.4. Regularized conjugate gradient method
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5.3. Regularized nonlinear inversion method
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5.3.1. Nonlinear least-squares inversion
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5.3.2. Regularized Newton inversion
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5.3.3. Regularized conjugate gradient inversion
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References