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core/specfem/optimization.hpp

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@@ -17,6 +17,7 @@ namespace specfem {
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* interface.
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*
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*
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*
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*/
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namespace optimization {
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core/specfem/optimization/nelder_mead_simplex.hpp

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/**
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* @brief Tag for Nelder-Mead simplex algorithm
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*
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*
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* Derivative-free method suitable for non-smooth objective functions.
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* Converges slowly but robustly for problems with few variables (N < 10).
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*

core/specfem/optimization/steepest_descent.hpp

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@@ -39,6 +39,7 @@ struct SteepestDescent {};
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* Controls convergence criteria and step size parameters.
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* Uses backtracking line search with Armijo condition.
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*
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*
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* @tparam N Number of optimization variables
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*/
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template <int N> struct SteepestDescentOptions {
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type_real grad_epsilon = std::sqrt(
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std::numeric_limits<type_real>::epsilon()); ///< Finite difference step
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///< size
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};
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// ============================================================================

docs/sections/api/specfem/optimization/index.rst

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Algorithms
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----------
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