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We present a theory for constructing optimal lower bounds for the discrete half-line -Laplacian of higher order and general . The abstract framework introduces higher-order monotonicity and asymptotic constraints on a parameter sequence that determines optimal weights. As a concrete application, we specialize the parameter sequence to deduce new optimal discrete -Hardy (), -Rellich (), and -Birman () inequalities.

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