Bookcover of Analyses of Evolutionary Algorithms
Booktitle:

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
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
Südwestdeutscher Verlag für Hochschulschriften
Website:
https://www.svh-verlag.de
By (author) :
Edda Happ
Number of pages:
112
Published on:
2009-10-09
Stock:
Available
Category:
Theory of probability, stochastics, mathematical statistics
Price:
53.90 €
Keywords:
Theoretical Computer Science, Evolutionary Algorityhms, Runtime Analysis, probability theory, crossover, Probability Theory, Crossover

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