IPOP-CMA-ES
An optimization algorithm based on the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) that employs a restart mechanism (IPOP) to improve global search capability, commonly used in continuous black-box optimization.
Timeline (last 90 days)
The pre-registered runs showed that AMM's lead over IPOP-CMA-ES holds on affine-transformed and box-constrained bbob, and also holds on the combined results for rotated f2-f4.
On held-out MA-BBOB, AMM's final share at a budget of 2000*D matches IPOP-CMA-ES, but its anytime area is lower.
All Facts (2)
The pre-registered runs showed that AMM's lead over IPOP-CMA-ES holds on affine-transformed and box-constrained bbob, and also holds on the combined results for rotated f2-f4.
50%UnverifiedOn held-out MA-BBOB, AMM's final share at a budget of 2000*D matches IPOP-CMA-ES, but its anytime area is lower.
50%