Bound Optimization BY Quadratic Approximation
GPTKB entity
Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:abbreviation |
gptkb:BOBYQA
|
| gptkbp:developer |
gptkb:Michael_J._D._Powell
|
| gptkbp:field |
numerical analysis
mathematical optimization |
| gptkbp:firstPublished |
2009
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bound Optimization BY Quadratic Approximation
|
| gptkbp:implementedIn |
gptkb:SciPy
gptkb:NLopt DAKOTA |
| gptkbp:input |
objective function
variable bounds |
| gptkbp:license |
varies by implementation
|
| gptkbp:notablePublication |
gptkb:The_BOBYQA_algorithm_for_bound_constrained_optimization_without_derivatives_(Powell,_2009)
|
| gptkbp:output |
optimal solution
|
| gptkbp:relatedTo |
gptkb:COBYLA
NEWUOA Powell's methods |
| gptkbp:supportsAlgorithm |
iterative
trust-region method |
| gptkbp:type |
derivative-free optimization
|
| gptkbp:usedFor |
unconstrained optimization
constrained optimization |
| gptkbp:bfsParent |
gptkb:BOBYQA_algorithm
|
| gptkbp:bfsLayer |
8
|