Name
Abstract | ||
|---|---|---|
Our theoretical understanding of island models (IMs) is much worse than of single-population evolutionary algorithms (EAs). As a consequence there is relatively little guidance available to a practitioner for even the most basic aspects of IM design such as choosing the size and number of the islands. In this paper we improve on this situation by showing how a particular two-level perspective can in fact provide guidance for IM design. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1109/CEC.2007.4425078 | 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS |
Keywords | Field | DocType |
evolutionary computation,evolutionary algorithm | Memetic algorithm,Much Worse,Evolutionary algorithm,Human-based evolutionary computation,Computer science,Risk analysis (engineering),Artificial intelligence,Evolutionary programming,Management science,Interactive evolutionary computation,Evolutionary computation,Evolutionary music,Machine learning | Conference |
Citations | PageRank | References |
4 | 0.45 | 3 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zbigniew Skolicki | 1 | 124 | 5.71 |
| Kenneth A. De Jong | 2 | 143 | 20.40 |