New heterogeneous comprehensive learning particle swarm optimizer enhanced with low-discrepancy sequences and conjugate gradient method
Yuelin Zhao,
No information about this author
Feng Wu,
No information about this author
Jianhua Pang
No information about this author
et al.
Swarm and Evolutionary Computation,
Journal Year:
2025,
Volume and Issue:
93, P. 101848 - 101848
Published: Jan. 28, 2025
Language: Английский
Multi-objective Particle Swarm Optimization Algorithm for Task Allocation and Archived Guided Mutation Strategies
Jianjie Chen,
No information about this author
Yanmin Liu,
No information about this author
Yi Luo
No information about this author
et al.
Research Square (Research Square),
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 10, 2025
Abstract
In
this
paper,
we
propose
a
novel
multi-objective
particle
swarm
optimization
algorithm
with
task
allocation
and
archive-guided
mutation
strategy
(TAMOPSO),
which
effectively
solves
the
problem
of
inefficient
search
in
traditional
algorithms
by
assigning
different
evolutionary
tasks
to
particles
characteristics.
First,
TAMOPSO
divides
multiple
subpopulations
according
distribution
status
each
iteration
population
designs
new
mechanism
improve
efficiency.
Second,
adopts
an
adaptive
Lévy
flight
growth
rate,
automatically
increasing
global
variation
probability
expand
range
when
converges
enhancing
local
conduct
fine
disperses
realize
dynamics
variations.
Finally,
measures
contribution
through
evolution
rate
index
filters
out
valuable
historical
solutions
for
subsequent
reuse
accelerate
convergence
speed;
addition,
improves
individual
optimal
selection
mechanism,
changes
bias
algorithm,
ensures
that
has
equal
opportunity,
enhances
fairness
process.
The
process
is
enhanced
at
same
time.
performance
compared
ten
existing
on
22
standard
test
problems,
experimental
results
show
outperforms
other
several
problems
better
solving
problems.
Language: Английский
Optimization of the shotcrete spraying process in blast-based tunnel construction: Insights for enhancing spraying quality
Fenghua Liu,
No information about this author
Jiajing Liu,
No information about this author
Botao Zhong
No information about this author
et al.
Automation in Construction,
Journal Year:
2025,
Volume and Issue:
175, P. 106234 - 106234
Published: May 1, 2025
Language: Английский
Multi-objective particle swarm optimization algorithm for task allocation and archived guided mutation strategies
Jianjie Chen,
No information about this author
Yanmin Liu,
No information about this author
Yi Luo
No information about this author
et al.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: May 6, 2025
Language: Английский
A user green-friendly use of electricity credit points response mechanism for guiding source–load interactions
Chunxiao Li,
No information about this author
Jian Yue,
No information about this author
Weijun Wang
No information about this author
et al.
Energy Sources Part A Recovery Utilization and Environmental Effects,
Journal Year:
2025,
Volume and Issue:
47(1), P. 19 - 43
Published: May 14, 2025
Language: Английский
Supercritical/dense-phase CO2 pipeline leakage diffusion experiment and hazard distance prediction method
Journal of Pipeline Science and Engineering,
Journal Year:
2024,
Volume and Issue:
unknown, P. 100248 - 100248
Published: Dec. 1, 2024
Joint scheduling of hybrid flow-shop with limited automatic guided vehicles: A hierarchical learning-based swarm optimizer
Computers & Industrial Engineering,
Journal Year:
2024,
Volume and Issue:
198, P. 110686 - 110686
Published: Nov. 5, 2024
Language: Английский
IPFOA-MKSVM and BA-MLP Models for Predicting Closed Busbar Temperatures in High Voltage Nuclear Power Plants in Different Vacuum Environments
Zuoxun Wang,
No information about this author
Guojian Zhao,
No information about this author
Jinxue Sui
No information about this author
et al.
Vacuum,
Journal Year:
2024,
Volume and Issue:
232, P. 113825 - 113825
Published: Nov. 15, 2024
Language: Английский