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lines changed Original file line number Diff line number Diff line change @@ -7,19 +7,23 @@ Solves for ``f(u)=0`` in the problem defined by `prob` using the algorithm
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## Recommended Methods
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- ` TrustRegion ` is a good choice for most problems. For large
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+ ` NewtonRaphson ` is a good choice for most problems. For large
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systems, it can make use of sparsity patterns for sparse automatic differentiation
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and sparse linear solving of very large systems. That said, as a classic Newton
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method, its stability region can be smaller than other methods. Meanwhile,
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- ` SimpleNewtonRaphson ` and ` SimpleTrustRegion ` are implementations which are specialized for
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- small equations. They are non-allocating on static arrays and thus really well-optimized
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+ ` SimpleNewtonRaphson ` is an implementation which is specialized for
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+ small equations. It is non-allocating on static arrays and thus really well-optimized
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for small systems, thus usually outperforming the other methods when such types are
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used for ` u0 ` . ` DynamicSS ` can be a good choice for high stability.
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For a system which is very non-stiff (i.e., the condition number of the Jacobian
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is small, or the eigenvalues of the Jacobian are within a few orders of magnitude),
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then ` NLSolveJL ` 's ` :anderson ` can be a good choice.
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+ !!! note
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+ `TrustRegion` and `SimpleTrustRegion` are still in development.
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## Full List of Methods
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!!! note
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