Just get an outlet timer like this one

Unfortunately, LEDs with high enough lumen output are expensive.. It's just a fact of life. I would go with T5s to start. But, if you have a pretty small footprint, you could use this this LED light,. I've never used it, but I believe people are relatively happy with it.