Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:alternativeName |
gptkb:downhill_simplex_method
amoeba method simplex search method |
| gptkbp:compatibleWith |
derivatives
|
| gptkbp:field |
gptkb:mathematics
numerical analysis optimization |
| https://www.w3.org/2000/01/rdf-schema#label |
Nelder–Mead simplex method
|
| gptkbp:introduced |
gptkb:John_Nelder
gptkb:Roger_Mead |
| gptkbp:introducedIn |
1965
|
| gptkbp:limitation |
may converge to non-stationary points
may fail for non-smooth functions slow for high-dimensional problems |
| gptkbp:publishedIn |
gptkb:Computer_Journal
|
| gptkbp:relatedTo |
gptkb:Powell's_method
gradient descent simplex method |
| gptkbp:step |
reflection
contraction expansion shrinkage |
| gptkbp:supportsAlgorithm |
heuristic
direct search method |
| gptkbp:usedFor |
multivariate function minimization
unconstrained optimization |
| gptkbp:uses |
simplex
|
| gptkbp:bfsParent |
gptkb:Nelder–Mead_method
|
| gptkbp:bfsLayer |
5
|