To increase the memory available to an individual application, do the following:
- Close the app.
- Click once on the application's icon, and from the file menu, select get info (apple + i will also work)
- in the get info window, select memory from the drop tab;
- increase both the minimum and preferred memory allocations. I'd advise to double both as a minimum.