Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: 2019 Evolutionary Algorithms Review   Evolutionary algorithm research and applications began over 50 years ago.
Like other artificial intelligence techniques, evolutionary algorithms will
likely see increased use and development due to the increased availability of
computation, more robust and available open source software libraries, and the
increasing demand for artificial intelligence techniques. As these techniques
become more adopted and capable, it is the right time to take a perspective of
their ability to integrate into society and the human processes they intend to
augment. In this review, we explore a new taxonomy of evolutionary algorithms
and resulting classifications that look at five main areas: the ability to
manage the control of the environment with limiters, the ability to explain and
repeat the search process, the ability to understand input and output causality
within a solution, the ability to manage algorithm bias due to data or user
design, and lastly, the ability to add corrective measures. These areas are
motivated by today's pressures on industry to conform to both societies
concerns and new government regulatory rules. As many reviews of evolutionary
algorithms exist, after motivating this new taxonomy, we briefly classify a
broad range of algorithms and identify areas of future research.

32
The categories of this paper are: atom-ph
19
The categories of this paper are: eess
25
The categories of this paper are: patt-sol
30
The categories of this paper are: q-alg
2
The categories of this paper are: math
4
The categories of this paper are: cond-mat
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
15
The categories of this paper are: nucl-ex
14
The categories of this paper are: math-ph
28
The categories of this paper are: alg-geom
33
The categories of this paper are: plasm-ph
16
The categories of this paper are: stat
34
The categories of this paper are: chem-ph
31
The categories of this paper are: ao-sci
20
The categories of this paper are: acc-phys