Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Hybrid Ant Swarm-Based Data Clustering   Biologically inspired computing techniques are very effective and useful in
many areas of research including data clustering. Ant clustering algorithm is a
nature-inspired clustering technique which is extensively studied for over two
decades. In this study, we extend the ant clustering algorithm (ACA) to a
hybrid ant clustering algorithm (hACA). Specifically, we include a genetic
algorithm in standard ACA to extend the hybrid algorithm for better
performance. We also introduced novel pick up and drop off rules to speed up
the clustering performance. We study the performance of the hACA algorithm and
compare with standard ACA as a benchmark.

8
The categories of this paper are: hep-ex
28
The categories of this paper are: alg-geom
10
The categories of this paper are: q-bio
16
The categories of this paper are: stat
9
The categories of this paper are: nlin
36
The categories of this paper are: cmp-lg
0
The categories of this paper are: hep-ph
12
The categories of this paper are: nucl-th
2
The categories of this paper are: math
17
The categories of this paper are: q-fin
22
The categories of this paper are: chao-dyn
7
The categories of this paper are: hep-th
11
The categories of this paper are: hep-lat
15
The categories of this paper are: nucl-ex
20
The categories of this paper are: acc-phys
27
The categories of this paper are: comp-gas