Kuhn–Tucker conditions

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf mathematical optimization condition
gptkbp:abbreviation gptkb:KKT_conditions
gptkbp:alsoKnownAs gptkb:Karush–Kuhn–Tucker_conditions
gptkbp:appliesTo nonlinear programming
problems with equality constraints
problems with inequality constraints
gptkbp:category gptkb:mathematics
optimization algorithms
gptkbp:consistsOf complementary slackness
dual feasibility
primal feasibility
stationarity
gptkbp:describes necessary conditions for a solution in nonlinear programming to be optimal
gptkbp:field mathematical optimization
gptkbp:firstPublished 1951
gptkbp:generalizes Lagrange multiplier method
https://www.w3.org/2000/01/rdf-schema#label Kuhn–Tucker conditions
gptkbp:namedAfter gptkb:Albert_W._Tucker
gptkb:Harold_W._Kuhn
gptkbp:relatedTo convex optimization
dual problem
gptkbp:requires constraint qualification
gptkbp:usedFor constrained optimization
gptkbp:bfsParent gptkb:Harold_W._Kuhn
gptkbp:bfsLayer 6