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Class: GeneticAlgorithm

Algorithm which simulates natural selection by creating and evolving a

population of individuals (solutions) for optimization problems

URI: ai:GeneticAlgorithm

 classDiagram
    class GeneticAlgorithm
    click GeneticAlgorithm href "../GeneticAlgorithm/"
      TrainingTechnique <|-- GeneticAlgorithm
        click TrainingTechnique href "../TrainingTechnique/"
      MachineLearning <|-- GeneticAlgorithm
        click MachineLearning href "../MachineLearning/"

Inheritance

Class Properties

Property Value
Class URI ai:GeneticAlgorithm

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Genetic Algorithm

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.1.15
upstream_iri https://w3id.org/dpv/ai/owl#GeneticAlgorithm
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:GeneticAlgorithm
native ai:GeneticAlgorithm
exact dpv_ai:GeneticAlgorithm, dpv_ai_owl:GeneticAlgorithm

LinkML Source

Direct

name: GeneticAlgorithm
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.1.15
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#GeneticAlgorithm
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Algorithm which simulates natural selection by creating and evolving
  a

  population of individuals (solutions) for optimization problems'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Genetic Algorithm
exact_mappings:
- dpv_ai:GeneticAlgorithm
- dpv_ai_owl:GeneticAlgorithm
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:GeneticAlgorithm

Induced

name: GeneticAlgorithm
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.1.15
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#GeneticAlgorithm
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Algorithm which simulates natural selection by creating and evolving
  a

  population of individuals (solutions) for optimization problems'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Genetic Algorithm
exact_mappings:
- dpv_ai:GeneticAlgorithm
- dpv_ai_owl:GeneticAlgorithm
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:GeneticAlgorithm