Electronics,
Journal Year:
2021,
Volume and Issue:
10(18), P. 2250 - 2250
Published: Sept. 13, 2021
In
this
paper,
a
review
on
the
three
most
important
communication
techniques
(ground,
aerial,
and
underwater
vehicles)
has
been
presented
that
throws
light
trajectory
planning,
its
optimization,
various
issues
in
summarized
way.
This
kind
of
extensive
research
is
not
often
seen
literature,
so
an
effort
made
for
readers
interested
path
planning
to
fill
gap.
Moreover,
optimization
suitable
implementing
ground,
vehicles
are
also
part
review.
paper
covers
numerical,
bio-inspired
their
hybridization
with
each
other
dimensions
mentioned.
The
provides
consolidated
platform,
where
plenty
available
on-ground
autonomous
vehicle
extension
aerial
documented.
International Journal of Intelligent Systems,
Journal Year:
2021,
Volume and Issue:
36(10), P. 5887 - 5958
Published: July 12, 2021
Metaheuristics
play
a
critical
role
in
solving
optimization
problems,
and
most
of
them
have
been
inspired
by
the
collective
intelligence
natural
organisms
nature.
This
paper
proposes
new
metaheuristic
algorithm
gorilla
troops'
social
nature,
called
Artificial
Gorilla
Troops
Optimizer
(GTO).
In
this
algorithm,
gorillas'
life
is
mathematically
formulated,
mechanisms
are
designed
to
perform
exploration
exploitation.
To
evaluate
GTO,
we
apply
it
52
standard
benchmark
functions
seven
engineering
problems.
Friedman's
test
Wilcoxon
rank-sum
statistical
tests
statistically
compared
proposed
method
with
several
existing
metaheuristics.
The
results
demonstrate
that
GTO
performs
better
than
comparative
algorithms
on
functions,
particularly
high-dimensional
can
provide
superior
other
IEEE Access,
Journal Year:
2021,
Volume and Issue:
9, P. 50001 - 50024
Published: Jan. 1, 2021
Grasshopper
Optimization
Algorithm
(GOA)
is
a
recent
swarm
intelligence
algorithm
inspired
by
the
foraging
and
swarming
behavior
of
grasshoppers
in
nature.
The
GOA
has
been
successfully
applied
to
solve
various
optimization
problems
several
domains
demonstrated
its
merits
literature.
This
paper
proposes
comprehensive
review
based
on
more
than
120
scientific
articles
published
leading
publishers:
IEEE,
Springer,
Elsevier,
IET,
Hindawi,
others.
It
provides
variants,
including
multi-objective
hybrid
variants.
also
discusses
main
applications
fields
such
as
scheduling,
economic
dispatch,
feature
selection,
load
frequency
control,
distributed
generation,
wind
energy
system,
other
engineering
problems.
Finally,
some
possible
future
research
directions
this
area.
Heliyon,
Journal Year:
2022,
Volume and Issue:
8(5), P. e09399 - e09399
Published: May 1, 2022
The
simplicity,
transparency,
reliability,
high
efficiency
and
robust
nature
of
PID
controllers
are
some
the
reasons
for
their
popularity
acceptance
control
in
process
industries
around
world
today.
Tuning
parameters
has
been
a
field
active
research
still
is.
primary
objectives
to
achieve
minimal
overshoot
steady
state
response
lesser
settling
time.
With
exception
two
popular
conventional
tuning
strategies
(Ziegler
Nichols
closed
loop
oscillation
Cohen-Coon's
reaction
curve)
several
other
methods
have
employed
tuning.
This
work
accords
thorough
review
state-of-the-art
classical
controller
using
metaheuristic
algorithms.
Methods
appraised
categorized
into
optimization
purposes.
Details
algorithms,
application,
equations
implementation
flowcharts/algorithms
presented.
Some
open
problems
future
also
major
goal
this
is
proffer
comprehensive
reference
source
researchers
scholars
working
on
controllers.
