|
gptkbp:instanceOf
|
gptkb:Search_Algorithm
gptkb:Optimization_Algorithm
gptkb:Metaheuristic
|
|
gptkbp:advantage
|
Robustness
Parallelism
Computational Cost
Parameter Sensitivity
Global Search Capability
Premature Convergence
|
|
gptkbp:appliesTo
|
gptkb:Bioinformatics
gptkb:Knapsack_Problem
gptkb:Traveling_Salesman_Problem
Image Processing
Data Mining
Control Systems
Resource Allocation
Financial Modeling
Game Playing
Feature Selection
Circuit Design
Function Optimization
Neural Network Training
Scheduling Problems
|
|
gptkbp:basedOn
|
gptkb:Natural_Selection
|
|
gptkbp:category
|
Heuristic Algorithm
Population-based Algorithm
Stochastic Algorithm
|
|
gptkbp:encodesSolutionAs
|
gptkb:tree
String
Permutation
Bitstring
|
|
gptkbp:foundIn
|
Solution Space
|
|
gptkbp:hasComponent
|
gptkb:Mutation
gptkb:Generation
gptkb:Chromosome
Selection
Population
Crossover
Fitness Function
|
|
gptkbp:inspiredBy
|
Biological Evolution
|
|
gptkbp:introduced
|
gptkb:John_Holland
|
|
gptkbp:introducedIn
|
1975
|
|
gptkbp:operator
|
Crossover Operator
Mutation Operator
Selection Operator
|
|
gptkbp:relatedTo
|
gptkb:Particle_Swarm_Optimization
gptkb:Evolutionary_Algorithm
Differential Evolution
Genetic Programming
|
|
gptkbp:usedIn
|
gptkb:Machine_Learning
gptkb:artificial_intelligence
gptkb:robot
gptkb:Game_Theory
Scheduling
Engineering Design
Optimization Problems
|
|
gptkbp:bfsParent
|
gptkb:Cloud_Distributed_Workflow_Scheduler
gptkb:Hierarchical_Bayesian_Optimization_Algorithm
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Genetic Algorithm
|