IEEE Transactions on Intelligent Transportation Systems,
Journal Year:
2023,
Volume and Issue:
24(11), P. 12357 - 12371
Published: July 18, 2023
The
logistics
industry
is
a
major
source
of
global
carbon
emissions
and
energy
consumption.
Cooperative
split
delivery
are
effective
methods
for
reducing
improving
distribution
efficiency,
respectively.
However,
prior
research
on
pollution
routing
problems
(PRP)
has
primarily
focused
centralized
cooperation
not
fully
explored
the
potential
as
strategy
addressing
PRPs.
This
study
fills
this
gap
by
integrating
decentralised
to
PRP
domain,
offering
an
innovative
approach
problem.
A
bi-objective
mixed
integer
linear
model
with
request
selection
put
forward
In
addition,
$\varepsilon
$
-constrained
hybrid
evolutionary
algorithm
proposed
herein,
which
combines
Greedy
Randomized
Adaptive
Search
Procedure-Evolutionary
Local
(GRASP-ELS)
method.
results
experiments
demonstrate
that
outperforms
well-known
multi-objective
optimization
algorithms:
NSGA-II,
MOPSO,
SPEA-II.
also
provides
several
managerial
insights
through
sensitivity
analysis.
can
provide
basis
decision
making
companies
improve
efficiency
reduce
emissions.
International Journal of Production Research,
Journal Year:
2022,
Volume and Issue:
61(6), P. 1979 - 2009
Published: March 17, 2022
Due
to
the
complexity
and
magnitude
of
optimisation
models
that
appeared
in
sustainable
supply
chain
management
(SSCM),
use
meta-heuristic
algorithms
as
competent
solution
approaches
is
being
increased
recent
years.
Although
a
massive
number
publications
exist
around
SSCM,
no
extant
paper
explicitly
investigates
role
meta-heuristics
(forward)
chain.
To
fill
this
gap,
literature
review
provided
on
applied
SSCM
by
analyzing
160
rigorously
selected
papers
published
end
2020.
Our
statistical
analysis
ascertains
considerable
growth
years
reveals
contribution
50
journals
forming
literature.
The
results
also
show
current
hybrid
overtaking
pure
meta-heuristics,
genetic
algorithm
(GA)
non-dominated
sorting
GA
(NSGA-II)
are
most-used
single-
multi-objective
algorithms,
aspects
sustainability
mostly
addressed
connection
with
product
distribution
routing
vehicles
pivotal
operations
management,
last
but
not
least,
economic-environmental
category
has
been
further
noticed
scholars.
Finally,
detailed
discussion
findings
recommendations
for
future
research
provided.
IEEE Transactions on Intelligent Transportation Systems,
Journal Year:
2024,
Volume and Issue:
25(6), P. 4754 - 4772
Published: Jan. 2, 2024
This
paper
provides
a
systematic
overview
of
machine
learning
methods
applied
to
solve
NP-hard
Vehicle
Routing
Problems
(VRPs).
Recently,
there
has
been
great
interest
from
both
the
and
operations
research
communities
in
solving
VRPs
either
through
pure
or
by
combining
them
with
traditional
handcrafted
heuristics.
We
present
taxonomy
studies
on
paradigms,
solution
structures,
underlying
models,
algorithms.
Detailed
results
state-of-the-art
are
presented,
demonstrating
their
competitiveness
approaches.
The
survey
highlights
advantages
learning-based
models
that
aim
exploit
symmetry
VRP
solutions.
outlines
future
directions
incorporate
solutions
address
challenges
modern
transportation
systems.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(7), P. 3082 - 3082
Published: April 8, 2024
This
research
aims
to
explore
the
complex
interplay
between
supply
chain
resilience
(SCR),
digital
(DSC),
and
sustainability,
focusing
on
moderating
influence
of
dynamism.
The
goal
is
understand
how
these
elements
interact
within
framework
contemporary
management
they
collectively
contribute
enhancing
sustainability
outcomes.
sample
size
300
CEOs
managers.
study
approach
integrates
quantitative
methods.
Structural
equation
modeling
(SEM)
utilized
quantitatively
analyze
direct
indirect
effects
SCR
DSC
sustainability.
numerous
surveys
we
conduct
among
ecosystem
stakeholders
provide
a
rich
picture
practical
implications
contextual
nuances.
In
sum,
our
early
findings
generally
support
positive
relationship
in
itself,
declaring
need
for
more
resilient
networks
We
further
find
beneficial
impact
technologies
promoting
via
environmental
control
controlling
efficiency
chains.
also
offer
evidence
show
that
dynamism
compounds
logic
As
final
word,
it
must
be
noted
work
speaks
burgeoning
literature
as
moderator
by
examining
contingent
not
only
performance
but
By
shedding
light
role
dynamism,
provides
fresh
insights
into
multifaceted
nature
practices.
study’s
enhance
theoretical
understanding
elucidating
synergistic
SCR,
DSC,
dynamic
settings.
augments
existing
frameworks
integrating
concepts
resilience,
digitalization,
comprehensive
model.
Practical
economical,
offers
actionable
guidance
organizations
aiming
improve
through
digitally
advanced
acknowledging
managers
can
tailor
strategies
manage
disruptions
effectively
leverage
innovations.
Economically,
adopting
sustainable
practices
result
cost
savings
competitive
advantages.
emphasizes
importance
aligning
with
goals
drive
long-term
value
societal
impact.
