Karush-Kuhn-Tucker Conditions
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Mathematical_optimization_condition
|
| gptkbp:abbreviation |
KKT Conditions
|
| gptkbp:appliesTo |
Constrained optimization
Nonlinear programming |
| gptkbp:component |
Complementary slackness
Dual feasibility Primal feasibility Stationarity |
| gptkbp:field |
gptkb:Mathematics
gptkb:Optimization_theory gptkb:mathematical_optimization |
| gptkbp:firstDescribed |
gptkb:William_Karush
|
| gptkbp:firstPublished |
1951
|
| gptkbp:generalizes |
Lagrange multiplier method
|
| gptkbp:namedAfter |
gptkb:Albert_W._Tucker
gptkb:Harold_W._Kuhn gptkb:William_Karush |
| gptkbp:relatedTo |
Lagrangian function
Fritz John conditions |
| gptkbp:requires |
Constraint qualification
|
| gptkbp:usedIn |
Economics
Machine learning Operations research Convex optimization |
| gptkbp:bfsParent |
gptkb:Nonlinear_Programming
|
| gptkbp:bfsLayer |
8
|
| https://www.w3.org/2000/01/rdf-schema#label |
Karush-Kuhn-Tucker Conditions
|