PLoS ONE,
Год журнала:
2024,
Номер
19(8), С. e0307381 - e0307381
Опубликована: Авг. 23, 2024
Big
data
pertains
to
extensive
and
intricate
compilations
of
information
that
necessitate
the
implementation
proficient
cost-effective
evaluation
analysis
tools
derive
insights
support
decision
making.
The
Fermatean
fuzzy
set
theory
possesses
remarkable
capability
in
capturing
imprecision
due
its
capacity
accommodate
complex
ambiguous
problem
descriptions.
This
paper
presents
study
concepts
dynamic
ordered
weighted
aggregation
operators
context
environment.
In
numerous
practical
making
scenarios,
term
"dynamic"
frequently
denotes
obtaining
decision-relevant
at
various
time
intervals.
this
study,
we
introduce
two
novel
operators:
averaging
geometric
operators.
We
investigate
attributes
these
detail,
offering
a
comprehensive
description
their
salient
features.
present
step-by-step
mathematical
algorithm
for
scenarios
proposed
methodologies.
addition,
highlight
significance
approaches
by
presenting
solution
determining
most
effective
big
analytics
platform
YouTube
analysis.
Finally,
perform
thorough
comparative
assess
effectiveness
suggested
comparison
variety
existing
techniques.
IEEE Access,
Год журнала:
2024,
Номер
12, С. 65685 - 65705
Опубликована: Янв. 1, 2024
The
assessment
of
performance
in
agricultural
education
practice
is
an
important
issue
because
it
concerns
the
quality
and
effectiveness
education.
This
evaluation
requires
effective
methods.
Interval-valued
intuitionistic
fuzzy
set
(IVIFS)
a
powerful
extension
sets
sets,
conceived
to
handle
uncertainty
vagueness
more
effectively
practice.
A
comprehensive
exploration
interval-valued
(IVIF)
information
offers
some
flexible
methods
for
article
identifies
relationship
among
input
arguments
with
help
Hamy
mean
aggregation
models.
In
order
avail
smooth
approximated
results
during
process,
prominent
operations
Aczel
Alsina
operators
are
also
adopted
light
IVIF
theory.
robustness
this
develop
family
new
mathematical
strategies
based
on
namely
(IVIFHM),
weighted
(IVIFWHM),
Dual
(IVIFDHM)
(IVIFWDHM)
operators.
Some
dominant
properties
diagnosed
discussed
show
their
validity
effectiveness.
Moreover,
decision
algorithm
multi-attribute
decision-making
(MAMD)
problem
reveal
versatility
adaptability
contexts.
To
showcase
practicability
derived
approaches,
case
study
illustrated.
advantages
supremacy
invented
research
work
verified
comparative
prevailing
that
exists
literature.
PLoS ONE,
Год журнала:
2024,
Номер
19(8), С. e0307381 - e0307381
Опубликована: Авг. 23, 2024
Big
data
pertains
to
extensive
and
intricate
compilations
of
information
that
necessitate
the
implementation
proficient
cost-effective
evaluation
analysis
tools
derive
insights
support
decision
making.
The
Fermatean
fuzzy
set
theory
possesses
remarkable
capability
in
capturing
imprecision
due
its
capacity
accommodate
complex
ambiguous
problem
descriptions.
This
paper
presents
study
concepts
dynamic
ordered
weighted
aggregation
operators
context
environment.
In
numerous
practical
making
scenarios,
term
"dynamic"
frequently
denotes
obtaining
decision-relevant
at
various
time
intervals.
this
study,
we
introduce
two
novel
operators:
averaging
geometric
operators.
We
investigate
attributes
these
detail,
offering
a
comprehensive
description
their
salient
features.
present
step-by-step
mathematical
algorithm
for
scenarios
proposed
methodologies.
addition,
highlight
significance
approaches
by
presenting
solution
determining
most
effective
big
analytics
platform
YouTube
analysis.
Finally,
perform
thorough
comparative
assess
effectiveness
suggested
comparison
variety
existing
techniques.
