Książka 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
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 8-11 dni
197.45
Evolutionary algorithms (EAs) are a highly successful tool commonly used in practice to solve algori...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2009
strony
112
EAN
9783838111391
Enbook ID
06902873
Waga
159
Wymiary
152 x 229 x 6

Pełny opis

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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