Advanced Correlation Analysis of Operators for the Traveling Salesman Problem

@inproceedings{Dzubera1994AdvancedCA,
  title={Advanced Correlation Analysis of Operators for the Traveling Salesman Problem},
  author={John Dzubera and L. Darrell Whitley},
  booktitle={PPSN},
  year={1994}
}
An extension to the correlation analysis of Manderick et al. and Mathias and Whitley used to study TSP operators is introduced. Part correlation and partial correlation further reene the relationship between an operator's preservation of genetic information and its overall tness. The tness landscapes of ten genetic operators are studied in isolation and in conjunction with the 2-opt local improvement technique in a GENITOR environment. Five variables (parent tness, child tness, child failure… CONTINUE READING

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