In nature, bacterial colonies often must cope with hostile environment
al conditions. To do so they have developed sophisticated cooperative
behavior and intricate communication channels on all levels. The resul
t is that a profusion of complex patterns are formed during growth of
various bacterial strains and for different environmental conditions.
Some qualitative features of the complex morphologies may be accounted
for by invoking ideas from pattern formation in non-living systems to
gether with a simplified model of chemotactic ''feedback''. We present
a non-local communicating walkers model to study the effect of local
bacterium-bacterium interaction and communication via chemotaxis signa
ling. The model is an hybridization of the continuous approach (to han
dle chemicals' diffusion) and the atomistic approach (each ''atom'' or
''walker'' represents 10(4)-10(5) bacteria). Using the model we demon
strate how communication enables the colony to develop complex pattern
s in response to adverse growth conditions. Efficient response of the
colony requires self-organization on all levels, which can be achieved
only via cooperative behavior of the bacteria. It can be viewed as th
e action of an interplay between the micro-level (the individual bacte
rium) and the macro-level (the colony) in the determination of the eme
rging pattern. We show that seemingly unrelated patterns can result fr
om the employment of the same generic strategies.