The shaking force and moment, induced while the transplanter was under operation, were investigated in this study. To suppress the shaking force, a counter-weight of transplanting mechansim had been developed via using the optimization technique. Measurement on the shaking force had been conducted. The results were shown that the counter-weight is effective on reducing the shaking force.