Name
Abstract | ||
|---|---|---|
Following the work of Stephens and coworkers on the coarse-grained dynamics of genetic systems, we work towards a possible generalisation in the context of genetic algorithms, giving as examples schemata, genotype-phenotype mappings, and error classes in the Eigen model. We discuss how the dynamics transforms under a coarse-graining, comparing and contrasting different notions of invariance. We work out some examples in the two-bit case, to illustrate the ideas and issues.We then find a bound for the SelectionWeighted Linkage Disequilibrium Coefficient for the two-bit onemax problem. |
Year | DOI | Venue |
|---|---|---|
2003 | 10.1007/3-540-45105-6_100 | GECCO |
Keywords | Field | DocType |
error class,different notion,coarse-grained dynamic,eigen model,genetic algorithm,selectionweighted linkage disequilibrium coefficient,examples schema,two-bit onemax problem,genetic system,two-bit case,genetics | Mathematical optimization,Invariant (physics),Binary strings,Computer science,Generalization,Theoretical computer science,Artificial intelligence,Granularity,Schema (psychology),Machine learning,Genetic algorithm | Conference |
Volume | ISSN | ISBN |
2723 | 0302-9743 | 3-540-40602-6 |
Citations | PageRank | References |
5 | 0.67 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Andrés Aguilar Contreras | 1 | 5 | 0.67 |
| Jonathan E. Rowe | 2 | 458 | 56.35 |
| Christopher R Stephens | 3 | 122 | 19.10 |