@Jiali this could be due to the fact that the ratio of valid schedules over an 
entire search space is relatively low, so population sampling cannot find any 
valid schedule. If the evolutionary search is based on a set of invalid 
schedules, it is highly possible that it will be trapped in invalid schedules 
and will need lots of time to find the first valid one.

I have a local branch that solves this problem by making sure evolutionary 
search starts with a set of valid schedules. However, this change will increase 
the sampling time from seconds to minutes, so I need to discuss with other 
folks before committing.





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