Evolutionary algorithms
Neural and Evolutionary Computing
2022-03-31 v5
Abstract
This manuscript contains an outline of lectures course "Evolutionary Algorithms" read by the author. The course covers Canonic Genetic Algorithm and various other genetic algorithms as well as evolutionary strategies, genetic programming, tabu search and the class of evolutionary algorithms in general. Some facts, such as the Rotation Property of crossover, the Schemata Theorem, GA performance as a local search and "almost surely" convergence of evolutionary algorithms are given with complete proofs. The text is in Russian.
Keywords
Cite
@article{arxiv.1511.06987,
title = {Evolutionary algorithms},
author = {Anton V. Eremeev},
journal= {arXiv preprint arXiv:1511.06987},
year = {2022}
}
Comments
Outline of lectures course "Evolutionary Algorithms" (in Russian)