We consider a class of models of chemotactic bacterial populations, in
troduced by Keller-Segel. For those models, we investigate the possibi
lity of chemotactic collapse, in other words, the possibility that in
finite time the population of predators aggregates to form a delta-fun
ction. To study this phenomenon, we construct self-similar solutions,
which may or may not blow-up (in finite time), depending on the relati
ve strength of three mechanisms in competition: (i) the chemotactic at
traction of bacteria towards regions of high concentration in substrat
e (ii) the rate of consumption of the substrate by the bacteria and (i
ii) (possibly) the diffusion of bacteria. The solutions we construct a
re radially symmetric, and therefore have no relation with the classic
al traveling wave solutions. Our scaling can be justified by a dimensi
onal analysis. We give some evidence of numerical stability.