A 32-year-old suspect was arrested.
The protesters were blocking a motorway in The Hague.
Part of the initiative focuses on "actively discouraging international visitors with plans to 'go wild' in Amsterdam".
Locals said if the permit is granted they will pelt the yacht with rotten eggs.
William Jan Haanstra was charged over the murder of Terri King in 1999.