First locate the program's executable (ie. what you would click on if you wanted to launch the program), then you right click on it and select properties. For this example I have chosen Internet Explorer:
Then click on the menu for Run and select Maximum to have the program run with more priority, or Minimum if you want the program to be run with less priority.
Then Click Apply