The computational model of the predatory behavior of a simple swimming pseudo-organism—the SWIMMER—presented here is divided into three major divisions: the perceptual process, the response processes, and the system support work created to carry out the simulation. This chapter deals mainly with the simulated perceptual algorithms that we developed, using computer image processing ideas and technology.