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The optimization design variables are uniformly sampled using the optimal Latin hypercube design This current effort novels by designing a tool that enables the analysis of uniformity for individual luminaire over the target Aiming to investigate the disadvantage of the optimization algorithm of membrane computing (a P system) in which it is difficult to take advantage of parallelism in MATLAB, leading to a slow optimization speed, a digital-specific hardware solution (field-programmable gate array, FPGA) is proposed to design and implement the single-cell-membrane algorithm (SCA).