Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Particle Swarm Optimization based search for gravitational waves from
  compact binary coalescences: performance improvements   While a fully-coherent all-sky search is known to be optimal for detecting
signals from compact binary coalescences (CBCs), its high computational cost
has limited current searches to less sensitive coincidence-based schemes. For a
network of first generation GW detectors, it has been demonstrated that
Particle Swarm Optimization (PSO) can reduce the computational cost of this
search, in terms of the number of likelihood evaluations, by a factor of
$\approx 10$ compared to a grid-based optimizer.
  Here, we extend the PSO-based search to a network of second generation
detectors and present further substantial improvements in its performance by
adopting the local-best variant of PSO and an effective strategy for tuning its
configuration parameters. It is shown that a PSO-based search is viable over
the entire binary mass range relevant to second generation detectors at
realistic signal strengths.

17
The categories of this paper are: q-fin
8
The categories of this paper are: hep-ex
12
The categories of this paper are: nucl-th
10
The categories of this paper are: q-bio
15
The categories of this paper are: nucl-ex
22
The categories of this paper are: chao-dyn
31
The categories of this paper are: ao-sci
7
The categories of this paper are: hep-th
36
The categories of this paper are: cmp-lg
30
The categories of this paper are: q-alg
11
The categories of this paper are: hep-lat
1
The categories of this paper are: cs
28
The categories of this paper are: alg-geom
16
The categories of this paper are: stat
19
The categories of this paper are: eess
29
The categories of this paper are: funct-an