A diversity-gated sigmoid that blends PSO with gradient descent helps only on smooth-basin problems; with equal evaluation budgets, standard PSO wins most comparisons.
RMSProp: Divide the gradient by a running average of its recent magnitude,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Adaptive Hybrid Particle Swarm Optimization with Gradient Descent
A diversity-gated sigmoid that blends PSO with gradient descent helps only on smooth-basin problems; with equal evaluation budgets, standard PSO wins most comparisons.