For independent bond percolation of density on the cubic lattice in dimension , let be the one-arm probability for reaching maximum-norm distance . The weighted BK boundary-splitting estimate gives . Since the logarithm of this boundary size is , the asymmetrically almost-subadditive sequence argument applies to . The rate exists and lies in ; positive rate gives exponential decay.
Fix and write with and . Repeatedly use the given inequality with its second index equal to . This yields
There are only finitely many possible remainders for fixed , so
Taking rules out positive infinity for this upper limit. Let , which may be negative infinity, and choose with . The assumption then gives . This also works when , by taking an arbitrarily negative upper bound. Therefore the asymmetrically almost-subadditive sequence has
The last infimum identity follows from the fixed- bound and from the convergence of the corrected ratios to . No positivity assumption on is required.