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Introduction Atrazimal Labeling in Booleans is an advanced technique in state encoding that optimizes boolean variable representations in high-performance computing and logic synthesis. This approach enhances efficiency in conditional branching, parallel processing, and data-flow optimizations by reducing redundant logical evaluations and leveraging non-deterministic finite automata (NFA) properties. As modern computational frameworks demand reduced memory footprints…