Karush-Kuhn-Tucker Conditions
GPTKB entity
Statements (28)
Predicate | Object |
---|---|
gptkbp:instanceOf |
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 mathematical optimization |
gptkbp:firstDescribed |
gptkb:William_Karush
|
gptkbp:firstPublished |
1951
|
gptkbp:generalizes |
Lagrange multiplier method
|
https://www.w3.org/2000/01/rdf-schema#label |
Karush-Kuhn-Tucker Conditions
|
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
gptkb:Lagrange_Multipliers |
gptkbp:bfsLayer |
6
|