- 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.

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