“…Various optimisation algorithms such as Nelder-Mead method, steepest descent, random walk method and simulated annealing including genetic algorithm (GA) are being used for the optimisation of TWTs. However, most of these works are focused on the collector efficiency [9,10], electronic efficiency and consequently, the overall efficiency of the tube [11,12]. Sampling methods making use of Nelder-Mead and dividing rectangles were also used for optimisation of folded waveguide type of TWTs [13].…”