No Free Lunch Theorem

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkbp:alsoKnownAs gptkb:NFL_theorem
gptkbp:appliesTo search algorithms
machine learning algorithms
optimization algorithms
gptkbp:field gptkb:machine_learning
gptkb:mathematics
optimization
gptkbp:formedBy gptkb:David_Wolpert
gptkb:William_G._Macready
https://www.w3.org/2000/01/rdf-schema#label No Free Lunch Theorem
gptkbp:influenced gptkb:evolutionary_computation
theoretical machine learning
gptkbp:publishedIn gptkb:IEEE_Transactions_on_Evolutionary_Computation
gptkbp:relatedConcept gptkb:universal_approximation_theorem
algorithmic bias
computational learning theory
inductive bias
gptkbp:sentence No optimization algorithm is universally better than others when performance is averaged over all possible problems.
gptkbp:yearProposed 1996
gptkbp:bfsParent gptkb:David_Wolpert
gptkbp:bfsLayer 6