Nelder-Mead simplex method

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:mathematical_optimization
gptkbp:alsoKnownAs	gptkb:Nelder-Mead_method gptkb:downhill_simplex_method
gptkbp:category	gptkb:mathematical_optimization numerical methods
gptkbp:citation	gptkb:A_Simplex_Method_for_Function_Minimization
gptkbp:compatibleWith	derivatives
gptkbp:field	gptkb:mathematics numerical analysis optimization
gptkbp:implementedIn	gptkb:MATLAB gptkb:SciPy R
gptkbp:introducedIn	1965
gptkbp:limitation	may converge to non-stationary points may fail for non-smooth functions
gptkbp:namedAfter	gptkb:John_Nelder gptkb:Roger_Mead
gptkbp:referenceAuthors	gptkb:J._A._Nelder gptkb:R._Mead
gptkbp:referenceYear	1965
gptkbp:step	gptkb:expansion reflection contraction shrinkage
gptkbp:supportsAlgorithm	gptkb:logic gptkb:heuristic direct search
gptkbp:usedFor	multivariate function minimization unconstrained optimization
gptkbp:uses	gptkb:simplex
gptkbp:bfsParent	gptkb:Nelder-Mead gptkb:Nelder-Mead_method
gptkbp:bfsLayer	7
https://www.w3.org/2000/01/rdf-schema#label	Nelder-Mead simplex method