In this paper, a simple synthesis technique for versatile and flexible generation of multiple bessel beams with desired directions and energy distribution proportion based on time reversal (TR) and genetic algorithm (GA) is provided. As example, three transmission metasurfaces (TMSs) are designed based on the proposed technique: (1) Single Bessel beam along z axis direction. (2) Dual bessel beams with equal energy distribution proportion for (θ = 30°,φ = 45°) and (θ = -30°,φ = 45°). (3) Dual Bessel Beam with desired energy distribution proportion (1:0.8) for (θ = 30°,φ = 45°) and (θ = -30°,φ = 45°). The TMSs with size 8.21λ <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">0</sub> ×8.21λ <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">0</sub> are formed by units with three-metal layer, which can provide high transmission amplitude (>0.9) and 360° phase shift in a wide frequency band from 10GHz to 18GHz. For validating the design technique, TMS (3) is fabricated and measured, and the simulated and measured results agree well. There are three innovations in the paper: (1) Flexible design technique based on TR and GA. (2) High efficiency TMSs. The maximum Bessel beam conversion efficiency is 37%. (3) wideband 57.1%. The developed design technique can be used in designing high efficiency TMSs in the near field application scenarios such as dense channel communication, high-resolution microwave imaging, near-field detection, efficient wireless energy transmission, medical hyperthermia, etc.