A LOCAL COLLOCATION METHOD BASED ON GAUSSIAN RADIAL BASIS Function IS DEVELOPED FOR SOLUTION OF STEADY STATE TWO DIMENSIONAL CONVECTION- Diffusion EQUATION. CONSEQUENTLY THE ARISING SYSTEM IS SPARSE, WHICH IS AN EFFORT TO REDUCE THE CONDITION NUMBER OF THE SYSTEM AND TO OVERCOME THE ILL- CONDITIONING. THIS APPROACH IS SUITABLE FOR SOLVING PROBLEMS IN HIGH DIMENSIONAL TOO.