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The formal stochastic framework for comparison of genetic algorithms | IEEE Conference Publication | IEEE Xplore

The formal stochastic framework for comparison of genetic algorithms


Abstract:

This paper's purpose is to discuss the comparison of genetic algorithms (GAs). The iterations are considered as random element realizations for formally-defined GAs. The ...Show More

Abstract:

This paper's purpose is to discuss the comparison of genetic algorithms (GAs). The iterations are considered as random element realizations for formally-defined GAs. The quantification of the algorithms' capabilities inspires the use of statistical methods. A significant difference between various setups is detected by statistical tests for the test problems.
Date of Conference: 12-17 May 2002
Date Added to IEEE Xplore: 07 August 2002
Print ISBN:0-7803-7282-4
Conference Location: Honolulu, HI, USA

References

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