- Population-based incremental learning (PBIL)
- Evolution strategy with covariance matrix adaptation (CMA-ES)
- Charged system search
- Continuous scatter search (CSS)
- Continuous tabu search
- Evolutionary programming
- League championship algorithm
- Harmony search
- Gravitational search algorithm
- Evolution strategies
- Firework algorithm
- Big-bang big-crunch algorithm
- Artificial bee colony optimisation (ABC)
...
Plus thousands of their variants. There are also a number of multiobjective versions.
My personal choices for most single objective optimisation problems with continuous DSVs are CMA-ES and DE/2/best/bin.