“…Hence, in some application, it is necessary to reduce the sideband power associated with TMAAs. As a consequence, including VAS, [9][10][11][12][13][14] different other time modulation approaches such as pulse shifting, [15,16] binary optimized time sequences (BOTS), [17] sub-sectional optimized time steps (SOTS), [18] sub-division of the element switching sequence combined with the finite bandwidth of the array elements, [19] optimization of the unequal element spacing, [20] exploitation of pattern multiplication for the directive TMAAs [21] and recently, pulse shaping strategy [22] have been incorporated to synthesize the desired low side lobe patterns at the operating frequency by suppressing the maximum sideband level (SBL max ) to significantly low value. In different timemodulation approaches, different optimization tools like simulated annealing (SA), [9,10] differential evolution (DE), [11][12][13]18,20] artificial bee colony (ABC), [14] particle swarm optimization (PSO) [15,16,21,24,25] and genetic algorithm (GA) [17] are successfully employed to realize such optimum patterns in TMAAs.…”