Обложка Analyses of Evolutionary Algorithms
Название книги:

Analyses of Evolutionary Algorithms

Theoretical Runtime Analyses for Evolutionary Algorithms and Probability Theoretical Tools for such Analyses

Südwestdeutscher Verlag für Hochschulschriften (2009-10-09 )

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ISBN-13:

978-3-8381-1139-1

ISBN-10:
3838111397
EAN:
9783838111391
Язык Книги:
Английский
Краткое описание:
Evolutionary algorithms (EAs) are a highly successful tool commonly used in practice to solve algorithmic problems. This remarkable practical value, however, is not backed up by a deep theoretical understanding. Such an understanding would facilitate the application of EAs to further problems. Runtime analyses of EAs are one way to expand the theoretical knowledge in this field. This thesis presents runtime analyses for three prominent problems in combinatorial optimization, namely the Single Source Shortest Path problem, the All-Pairs Shortest Path problem, and the Sorting problem. Additionally, it provides probability theoretical tools that will simplify future runtime analyses of EAs.
Издательский Дом:
Südwestdeutscher Verlag für Hochschulschriften
Веб-сайт:
https://www.svh-verlag.de
By (author) :
Edda Happ
Количество страниц:
112
Опубликовано:
2009-10-09
Акции:
В наличии
Категория:
Теория вероятности, стохастичность, математическая статистика
Цена:
53.90 €
Ключевые слова:
Theoretical Computer Science, Evolutionary Algorityhms, Runtime Analysis, probability theory, crossover, Probability Theory, Crossover

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