The Dutch will use the fixture as part of their final preparations for the World Cup - they open their Group B campaign in Brazil against Spain on June 13.
Wales last met Holland in a friendly in Rotterdam prior to Euro 2008, with the home side winning 2-0.
Wales boss Chris Coleman is delighted his squad will have the chance to take on a team of Holland's quality ahead of their Euro 2016 qualifying campaign.
He said: "I could not ask for a better game for my squad at the end of the season.
"Everyone knows and respects the Dutch style of play and this will give us a great opportunity to measure ourselves against one of the top sides - not only in Europe - but the world."