initial particles, and the optimal design parameters of the ultrasonic cutter assembly ... The result demonstrates that the optimization method with SVR-PSO not only reduces ... is limited with the horn tip diameter, so it is fixed at 15mm ... will produce good vibration in the process of cutting Nomex ... The current state of each.