This has to be one of the simplest Hydroponics builds

Take a bucket, a pump, hose and some drills and ba-bam, hydroponics setup.  Seems like the bucket could be knocked down to a 1 gallon to save water/space.  But this is a cheap build to do.

http://www.instructables.com/id/5-Gallon-Bucket-Hydroponics/