This paper deals with the optimisation of engineering problems using g
enetic algorithms. The process is discussed and the various stages of
the genetic algorithm described. In conjunction with a finite element
analysis program the process is then applied to a realistic problem of
extraction of a pollutant from an aquifer. The genetic algorithm sugg
ests sensible solutions for optimum extraction well positions and pump
ing rates to minimise the overall cost, based upon the results of a se
ries of finite element analyses. The discontinuous nature of the probl
em is handled easily. The conclusions drawn are that a genetic algorit
hm optimiser, in conjunction with a finite element analysis program, g
enerates solutions to engineering problems that are sensible and effic
ient.