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gptkbp:instanceOf
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Metaheuristic
Optimization Algorithm
|
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gptkbp:application
|
gptkb:Machine_Learning
gptkb:robot
Scheduling
Engineering Design
Optimization Problems
Game Playing
|
|
gptkbp:developedBy
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1960s
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gptkbp:field
|
gptkb:artificial_intelligence
Computer Science
Operations Research
|
|
gptkbp:hasConcept
|
gptkb:Survival_of_the_Fittest
Convergence
Diversity Maintenance
Exploration and Exploitation
Stochastic Search
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Evolutionary Algorithm
|
|
gptkbp:inspiredBy
|
Biological Evolution
|
|
gptkbp:notableConference
|
gptkb:GECCO
gptkb:PPSN
gptkb:CEC
|
|
gptkbp:notableContributor
|
gptkb:Ingo_Rechenberg
gptkb:Lawrence_J._Fogel
gptkb:Hans-Paul_Schwefel
gptkb:David_B._Fogel
gptkb:John_Holland
|
|
gptkbp:notablePublication
|
gptkb:Adaptation_in_Natural_and_Artificial_Systems
Evolutionary Computation: Toward a New Philosophy of Machine Intelligence
|
|
gptkbp:openSource
|
gptkb:DEAP
gptkb:PyGAD
gptkb:ECJ
Evolving Objects
HeuristicLab
|
|
gptkbp:relatedTo
|
gptkb:Ant_Colony_Optimization
gptkb:Particle_Swarm_Optimization
gptkb:Swarm_Intelligence
gptkb:Simulated_Annealing
|
|
gptkbp:subclassOf
|
gptkb:Genetic_Algorithm
Differential Evolution
Genetic Programming
Evolution Strategies
|
|
gptkbp:uses
|
gptkb:Mutation
Selection
Population
Crossover
Recombination
Fitness Function
|
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gptkbp:bfsParent
|
gptkb:Genetic_Algorithm
|
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gptkbp:bfsLayer
|
7
|