Awmack & Leather, Host Plant Quality and Fecundity in Herbivorous Insects, 2002.
* sap-suckers prefer high amino acid levels in phloem
*
 herbivores in general don't like high carbohydrate and lipid levels, 
because it dilutes their target nutrients. Although aphids were *more* 
successful under high CO2 conditions, so it might not be that simple.
*
 Plants produce defense compounds which can put off some insects 
(including aphids).  This is more true of generalist feeders, whereas 
species-specific feeders don't seem to mind so much.
So
 at a guess, your plants might have *too much* nitrogen, which is why 
they look great but are suffering from aphids.  And/or they are lacking 
some micronutrients which means they can't produce sufficient defense 
compounds.  If your greenhouse is well-sealed, then elevated CO2 might 
favour aphids as well.
(I have seen this in 
brassicas.  Once I started soil testing and balanced my soil, my aphid 
problems disappeared.  Then I ran out of organic fertiliser pellets so 
substituted in blood and bone, and got an aphid infestation.  I figure 
the highly soluble nitrogen from the B&B over-dosed by plants on N, 
making them more attractive to aphids.)
 
Powell et al, HOST PLANT SELECTION BY APHIDS: Behavioral, Evolutionary, and Applied Perspectives, 2006
* aphids use a whole range of methods to choose which plants to feed on
*
 during flight they are attracted to yellow wavelengths, rather than 
green, so are more likely to be drawn to leaves which are young, sick or
 senescing
* they are also attracted/repelled based on 
odours, but that seems to have more to do with finding the right 
species, rather than the health of the plant (though there are so many 
compounds they can sense it might be much more complex than that).
*
 once they get on the plant they "taste it" to get a feel for what the 
nutrient levels are like and the presence of defense compounds.
These reviews are getting old, though, so perhaps there is more up-to-date knowledge out there.
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