Here are a few things I have found that can cause your problem:
I agree with lonestarjeff regarding the ethanol problem.
Fuel just isn't like it was years ago.
I suggest replacing the fuel line once a season, I have found they rubber turns gooey inside.
Use FRESH gas - don't keep it over one week especially on the smaller engines, string trimmers, chain saws, etc.
If you store it in red plastic gas cans keep them OUT of the SUN.
I was told by a factory warranty rep. that red plastic gas cans stored in the sun for more than a couple of hours causes the fuel to "spoil" or go stale so to speak.
Last - check your fuel cap for a venting problem.
I had 3 fuel tank caps & 1 fuel tank replaced on a Husqvarna LGT2554 before we found the vent getting plugged with dust.
It can not be cleaned out - just replaced.
I drilled a hole in the cap & inserted an air vent into it. - Problems solved.
Hope this helps anyone with a similar problem.