The design of machines is always done based on the experience obtained
by trail and error methods. In this paper, we propose a method of sol
ving an optimal loaded-allocation (OLA) problem of simple beam which i
s fundamental for the strength factor in design. This model is allocat
ion problem of concentrated load and distributed load for maximized ob
jective function with a nonlinear loaded constraint on the support poi
nt. In general, it is difficult to directly solve many optimization pr
oblems formulated as nonlinear integer programming(NIP)model. The appl
ication of a genetic algorithm(GA) (that uses the stochastic search me
thod) effectively solves the combinatorial problem making it a remarka
ble new tool for solving any kind of problem. In this paper, we formul
ate an OLA problem of a simple beam with the concentrated load, distri
buted load or a combination of both, as a NIP problem and solve it dir
ectly by keeping the nonlinear load constraint for support point by us
ing improved GA. We discuss the efficiency of the propose method.