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Update trustRegion.jl
docstring update
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src/trustRegion.jl

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@@ -58,6 +58,8 @@ for large-scale and numerically-difficult nonlinear systems.
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preconditioners. For more information on specifying preconditioners for LinearSolve
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algorithms, consult the
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[LinearSolve.jl documentation](https://docs.sciml.ai/LinearSolve/stable/).
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- `radius_update_scheme`: the choice of radius update scheme to be used. Defaults to RadiusUpdateSchemes.Simple
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which follows the conventional approach
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- `max_trust_radius`: the maximal trust region radius.
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Defaults to `max(norm(fu), maximum(u) - minimum(u))`.
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- `initial_trust_radius`: the initial trust region radius. Defaults to

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