If you would make it a logarithmic curve, peoples would build checker-board guns.
gun, free, gun, free, gun, free
free, gun, free, gun, free, gun
And that on all 3 axis.
If you have less shields per entity, you can't sum up the hit-points of your fleet into one single pool.
Half would be dead...