Kniha Analyses of Evolutionary Algorithms Edda Happ

Analyses of Evolutionary Algorithms

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

Autor: Edda Happ
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 8-11 dnů
1 062
Evolutionary algorithms (EAs) are a highly successful tool commonly used in practice to solve algori...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
112
EAN
9783838111391
Enbook ID
06902873
Hmotnost
159
Rozměry
152 x 229 x 6

Kompletní popis

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.

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