Searching for authors named "Mohamed Slimane" – sorted by Relevance.
4 documents found, showing 1 through 4.
-
AntClass: discovery of clusters in numeric data by an hybridization of an ant colony with the kmeans algorithm
- …We present in this paper a new hybrid algorithm for data clustering. This algorithm discovers automatically clusters in numerical data without prior knowledge of a possible number of classes, without any initial partition, and without complex parameter settings. It uses the stochastic and explorator…
- Cited by 7 (0 self) – Add To MetaCart
-
On Improving Clustering in Numerical Databases With Artificial Ants
- …We present in this paper a new hybrid algorithm for data clustering. This algorithm discovers automatically clusters in numerical data without prior knowledge of a possible number of classes, without any initial partition, and without complex parameter settings. It uses the stochastic and explorator…
- Cited by 13 (3 self) – Add To MetaCart
-
On how Pachycondyla apicalis ants suggest a new search algorithm
- …In this paper we present a new optimization algorithm based on a model of the foraging behavior of a population of primitive ants (Pachycondyla apicalis). These ants are characterized by a relatively simple but efficient strategy for prey search in which individuals hunt alone and try to cover a giv…
- Cited by 14 (2 self) – Add To MetaCart
-
On the similarities between AS, BSC and PBIL: toward the birth of a new meta-heuristic
- …One can notice that several work in genetic or ant-based optimization such as the BSC, PBIL or AS, are leading in the same direction. A new metaheuristic is about to appear, which looks for an optimum in a search space by using an explicit vector of probabilities that represents the actual sampling …
- Cited by 2 (0 self) – Add To MetaCart
Showing 1 through 4.
