EvoGrad converts PSO, GA, DE, and CMAES into differentiable programs whose hyperparameters and population positions are tuned by gradient descent, and reports superior performance over the classical versions.
Transformer semantic genetic programming for symbolic regression, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
extension 1
citation-polarity summary
fields
cs.NE 1years
2025 1verdicts
CONDITIONAL 1roles
extension 1polarities
extend 1representative citing papers
citing papers explorer
-
EvoGrad: Metaheuristics in a Differentiable Wonderland
EvoGrad converts PSO, GA, DE, and CMAES into differentiable programs whose hyperparameters and population positions are tuned by gradient descent, and reports superior performance over the classical versions.