A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2013; you can also visit the original URL.
The file type is application/pdf
.
Incorporating expert knowledge in evolutionary search
2009
Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09
We investigated several methods for utilizing expert knowledge in evolutionary search, and compared their impact on performance and scalability into increasingly complex problems. We collected data over one thousand randomly generated problems. We then simulated collecting expert knowledge for each problem by optimizing an approximated version of the exact solution. We then compared six different methods of seeding the approximate model in to the genetic program, such as using the entire
doi:10.1145/1569901.1570048
dblp:conf/gecco/SchmidtL09a
fatcat:iat7eij46najje4ycy43nwmbgi