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Mitchell, George G., O'Donoghue, Diarmuid, Barnes, David and McCarville, Mark (2003) GeneRepair - A Repair Operator for Genetic Algorithms. In: Genetic and Evolutionary Computation — GECCO 2003, 12-16 July 2003, Chicago, USA.
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Abstract
In this paper we present the outcome of two recent sets of experiments to evaluate the effectiveness of a new adjunct genetic operator GeneRepair. This operator was developed to correct invlaid tours which may be generated following crossover or mutation of our particular implementation of the genetic algorithm. Following implementation and testing of our genetic algotihm with GeneRepair we found a significant positive side in our results. Using GeneRepair along side traditional corsover and mutation operators we have been able to travers the search space of a problem and generate very good results in an extremely efficent manner, in both time and number of evaluations required.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | GeneRepair; Repair Operator; Genetic Algorithms; |
| Academic Unit: | Faculty of Science and Engineering > Computer Science |
| Item ID: | 10351 |
| Depositing User: | Dr. Diarmuid O'Donoghue |
| Date Deposited: | 03 Jan 2019 15:26 |
| Refereed: | Yes |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/10351 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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