We propose a lattice model of evolution of a predator-prey system. Both spe
cies in order to survive must cat. The prey cats the grass growing in unlim
ited quantities on most of the cells of the lattice. On the remaining cells
the prey find cover against predators, but not food. We compare four activ
e strategies-the prey move in the direction of grassy cells, they move away
from the predators, the predators move in the direction of the prey and bo
th species move in the direction of their respective food resources. These
strategies are compared with random wandering of both species. We show that
the character of the asymptotic stationary state depends on the initial co
ncentrations of predators and prey, density of the shelter for the prey and
on the strategy adopted, The predators are more vulnerable to the proper c
hoice of the strategy. The strategies which lead in most cases to the extin
ction of predators and prey are those in which the predators are searching
the prey. (C) 2001 Elsevier Science B.V. All rights reserved.