Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Hierarchy Influenced Differential Evolution: A Motor Operation Inspired
  Approach   Operational maturity of biological control systems have fuelled the
inspiration for a large number of mathematical and logical models for control,
automation and optimisation. The human brain represents the most sophisticated
control architecture known to us and is a central motivation for several
research attempts across various domains. In the present work, we introduce an
algorithm for mathematical optimisation that derives its intuition from the
hierarchical and distributed operations of the human motor system. The system
comprises global leaders, local leaders and an effector population that adapt
dynamically to attain global optimisation via a feedback mechanism coupled with
the structural hierarchy. The hierarchical system operation is distributed into
local control for movement and global controllers that facilitate gross motion
and decision making. We present our algorithm as a variant of the classical
Differential Evolution algorithm, introducing a hierarchical crossover
operation. The discussed approach is tested exhaustively on standard test
functions as well as the CEC 2017 benchmark. Our algorithm significantly
outperforms various standard algorithms as well as their popular variants as
discussed in the results.

0
The categories of this paper are: hep-ph
15
The categories of this paper are: nucl-ex
28
The categories of this paper are: alg-geom
7
The categories of this paper are: hep-th
14
The categories of this paper are: math-ph
6
The categories of this paper are: astro-ph
19
The categories of this paper are: eess
35
The categories of this paper are: mtrl-th
27
The categories of this paper are: comp-gas
11
The categories of this paper are: hep-lat
30
The categories of this paper are: q-alg
25
The categories of this paper are: patt-sol
33
The categories of this paper are: plasm-ph
4
The categories of this paper are: cond-mat
10
The categories of this paper are: q-bio
12
The categories of this paper are: nucl-th