Warm-Start-Optimization

There has been research which demonstrates the value of starting with PSO and then switching to BO or SMAC. This "warm start" approach generally leads to better results in a shorter time period.
https://arxiv.org/pdf/1608.03585
https://cdn.aaai.org/ojs/11532/11532-13-15060-1-2-20201228.pdf

I am suggesting this be implemented.