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Analyses of Evolutionary Algorithms Analyses of Evolutionary Algorithms

Analyses of Evolutionary Algorithms Analyses of Evolutionary Algorithms (Paperback)

By Author : Edda Happ 
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Analyses of Evolutionary Algorithms Analyses of Evolutionary Algorithms Description

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.

Book Details


Title: Analyses of Evolutionary Algorithms Analyses of Evolutionary Algorithms
Publisher: Sudwestdeutscher Verlag Fur Hochschulschrifte
Author: Edda Happ
Edition: Paperback
Language: English
ISBN: 3838111397
EAN: 9783838111391
No. of Units: 1
No. of Pages: 112
Publish Date: 2009-10-31
Binding: Paperback
Deliverable Countries: This product ships to Restricted International (Books).

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