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Unfortunately, parameters are static filters, but there is something you can do.
Change your 'Allowable values' from 'List' to Range' within your parameter.
Set your 'Range of values' starting with the 'minimum' being your earliest date and your 'maximum' as some date approximately a year or so into the future.
Set your 'Step size' to 7 or 14 days (or 1 to 2 weeks). See image below:
Now, it may not be exactly what you were hoping for, and you will eventually have to update it (by changing the maximum), but it gives you a little more leverage as far as dates go.
The new parameter will look more like this:
...verses a drop down filter.
Hope this helps.
Thank you. Since there is not way around to auto refresh the Parameters. I think this is good solution to solve the issue