Article | REF: S7218 V2

Genetic and evolutionary algorithms

Author: Évelyne LUTTON

Publication date: December 10, 2020, Review date: January 5, 2021

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1. Genetic algorithms, evolutionary algorithms, artificial Darwinism

1.1 A brief history of the estate

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1.1.1 Darwinism, evolutionism

Charles Darwin built his theory of the evolution of species on the systematic observation of species lineages, particularly during a voyage from 1831 to 1836 on the Beagle to the coasts of South America, the South Seas, the Pacific, Australia and New Zealand. The endemic species of the Galapagos Islands drew his attention, revealing to him the extreme variability of species, accentuated by geographical isolation and the ruthless vital competition caused...

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Genetic algorithms, evolutionary algorithms, artificial Darwinism