Loading...
Please wait, while we are loading the content...
Similar Documents
Exploration of population fixed-points versus mutation rates for functions of unitation
| Content Provider | Semantic Scholar |
|---|---|
| Author | Richter, J. Neal Wright, Alden Paxton, John |
| Copyright Year | 2004 |
| Abstract | Using a dynamic systems model for the Simple Genetic Algorithm due to Vose, we analyze the fixed point behavior of the model without crossover applied to functions of unitation. Unitation functions are simplified fitness functions that reduce the search space into a smaller number of equivalence classes. This reduction allows easier computation of fixed points. The effect of model fixed points that are outside of the population space, but near enough to influence behavior of the Simple GA will be examined. This analysis will be applied to several fitness functions of unitation. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.cs.montana.edu/paxton/presentations/gecco2004.pdf |
| Alternate Webpage(s) | http://www.cs.bham.ac.uk/~wbl/biblio/gecco2004/WECT003.pdf |
| Alternate Webpage(s) | https://www.cs.montana.edu/~richter/richter_gecco2004.pdf |
| Alternate Webpage(s) | https://www.cs.montana.edu/paxton/presentations/gecco2004.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
