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Tournament versus Fitness Uniform Selection

Legg, Shane; Hutter, Marcus; Kumar, Akshat

Description

In evolutionary algorithms a critical parameter that must be tuned is that of selection pressure. If it is set too low then the rate of convergence towards the optimum is likely to be slow. Alternatively if the selection pressure is set too high the system is likely to become stuck in a local optimum due to a loss of diversity in the population. The recent Fitness Uniform Selection Scheme (FUSS) is a conceptually simple but somewhat radical approach to addressing this problem - rather than...[Show more]

CollectionsANU Research Publications
Date published: 2004
Type: Conference paper
URI: http://hdl.handle.net/1885/30147
Source: Proceedings of 2004 Congress on Evolutionary Computation (CEC04)
DOI: 10.1109/CEC.2004.1331162

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