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gptkbp:instanceOf
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mathematical optimization
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gptkbp:alsoKnownAs
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gptkb:Nelder-Mead_simplex_method
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gptkbp:category
|
derivative-free optimization
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gptkbp:citation
|
gptkb:A_Simplex_Method_for_Function_Minimization
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gptkbp:compatibleWith
|
derivatives
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gptkbp:field
|
gptkb:mathematics
numerical analysis
optimization
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|
https://www.w3.org/2000/01/rdf-schema#label
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Nelder-Mead method
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gptkbp:implementedIn
|
gptkb:MATLAB
gptkb:SciPy
R
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gptkbp:introduced
|
gptkb:John_Nelder
gptkb:Roger_Mead
|
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gptkbp:introducedIn
|
1965
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gptkbp:limitation
|
may converge to non-stationary points
may fail for non-smooth functions
|
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gptkbp:referenceJournal
|
gptkb:The_Computer_Journal
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gptkbp:relatedTo
|
gptkb:Powell's_method
gptkb:simplex_algorithm
gradient descent
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gptkbp:step
|
reflection
contraction
expansion
shrinkage
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gptkbp:supportsAlgorithm
|
direct search
heuristic
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gptkbp:usedFor
|
multivariate function minimization
unconstrained optimization
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gptkbp:uses
|
simplex
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gptkbp:bfsParent
|
gptkb:A_simplex_method_for_function_minimization_(1965)
gptkb:Powell's_method
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gptkbp:bfsLayer
|
6
|