Strong relationships between yield and dynamic behavior of tritrophic
food chains are pointed out by analyzing the classical Rosenzweig-MacA
rthur model. On the one hand, food chains are subdivided into undersup
plied and oversupplied categories, the first being those in which a ma
rginal increase of nutrient supply to the bottom produces a marginal i
ncrease of mean yield al the top. On the other hand, a detailed bifurc
ation analysis proves that dynamic complexity first increases with nut
rient supply (from stationary to a low-frequency cyclic regime and, fi
nally, to chaos) and then decreases (from chaos to a high-frequency cy
clic regime). A careful comparison of the two analyses supports the co
nclusion that food chains cycling at high frequency are oversupplied,
while all others are undersupplied. A straightforward consequence of t
his result is that maximization of food yield requires a chaotic regim
e. This regime turns out to be very often on the edge of a potential c
atastrophic collapse of the top component of the food chain. In other
words, optimality implies very complex and dangerous dynamics, as intu
itively understood long ago for ditrophic food chains by Rosenzweig in
his famous article on the paradox of enrichment.