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What and Who

A Tight Analysis of the (1+1)-EA for the Single Source Shortest Path Problem

Christian Klein
Max-Planck-Institut für Informatik - D1
AG1 Mittagsseminar (own work)
AG 1, AG 3, AG 5, RG2, AG 2, AG 4, RG1, SWS  
AG Audience
English

Date, Time and Location

Friday, 30 November 2007
13:30
30 Minutes
E1 4
024
Saarbrücken

Abstract

We present a rigorous analysis of the (1+1) evolutionary algorithm for the single source shortest path problem.

We show both an upper as well as a matching lower bound on the expected optimisation time of the (1+1)-EA.
Also, using Chernoff Bounds, we are able to prove that these bounds not only hold in expectation, but also with high probability.

Contact

Christian Klein
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Christian Klein, 11/29/2007 23:51 -- Created document.