NSGA-II

GPTKB entity

Statements (30)
Predicate Object
gptkbp:instanceOf multi-objective evolutionary algorithm
gptkbp:application gptkb:machine_learning
resource allocation
scheduling
multi-objective optimization
engineering design
gptkbp:citation over 30,000
gptkbp:developedBy Kalyanmoy Deb
gptkbp:feature elitism
crowding distance
fast non-dominated sorting
gptkbp:fullName Non-dominated Sorting Genetic Algorithm II
gptkbp:hasConcept Pareto optimality
genetic algorithm
crowding distance sorting
elitist selection
non-dominated sorting
https://www.w3.org/2000/01/rdf-schema#label NSGA-II
gptkbp:introducedIn 2002
gptkbp:openSource gptkb:DEAP
PlatEMO
PyMOO
jMetal
gptkbp:publishedIn gptkb:IEEE_Transactions_on_Evolutionary_Computation
gptkbp:successor NSGA-III
gptkbp:usedIn academic research
industrial optimization
gptkbp:writtenBy various programming languages
gptkbp:bfsParent gptkb:MOEA
gptkbp:bfsLayer 7