A short rise time, short fall time, and small ripple are required to reduce the misoperation of pixel data voltage and to improve the stable signal processing of a driver circuit. In this study, a novel amorphous silicon gate (ASG) driver circuit consisting of 15 hydrogenated amorphous silicon thin-film transistors (a-Si:H TFTs) and two capacitors was optimized using a thin-film transistor (TFT)-circuitsimulation- based multi-objective evolutionary algorithm on the unified optimization framework . The ASG circuit was optimized for the following given specifications: rise time <0.7 μs; fall time <0.6 μs; ripple peak <6.5 V; clock Ctotal <40 pf; and total TFT widths <6000 μm. The main findings of this study show that the rise time had an 18% reduction and that the fall time, total widths, and clock Ctotal had 7, 17.5, and 9% reductions, respectively.