Have a look at trust-region local optimisers #1632
MichaelClerx
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Default in matlab's fsolve is
trust-region-dogleghttps://www.mathworks.com/help/optim/ug/equation-solving-algorithms.html#brnpdsm
But in general having at least one trust-region method in there would be good
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