Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Chaos inspired Particle Swarm Optimization with Levy Flight for Genome
  Sequence Assembly   With the advent of Genome Sequencing, the field of Personalized Medicine has
been revolutionized. From drug testing and studying diseases and mutations to
clan genomics, studying the genome is required. However, genome sequence
assembly is a very complex combinatorial optimization problem of computational
biology. PSO is a popular meta-heuristic swarm intelligence optimization
algorithm, used to solve combinatorial optimization problems. In this paper, we
propose a new variant of PSO to address this permutation-optimization problem.
PSO is integrated with the Chaos and Levy Flight (A random walk algorithm) to
effectively balance the exploration and exploitation capability of the
algorithm. Empirical experiments are conducted to evaluate the performance of
the proposed method in comparison to the other variants of the PSO proposed in
the literature. The analysis is conducted on four DNA coverage datasets. The
conducted analysis demonstrates that the proposed model attain a better
performance with better reliability and consistency in comparison to other
competitive methods in all cases.

13
The categories of this paper are: quant-ph
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
14
The categories of this paper are: math-ph
5
The categories of this paper are: gr-qc
2
The categories of this paper are: math
19
The categories of this paper are: eess
28
The categories of this paper are: alg-geom
34
The categories of this paper are: chem-ph
0
The categories of this paper are: hep-ph
29
The categories of this paper are: funct-an
15
The categories of this paper are: nucl-ex
18
The categories of this paper are: econ
9
The categories of this paper are: nlin
24
The categories of this paper are: dg-ga
12
The categories of this paper are: nucl-th