In this paper, we prove a generalization of a discreteness criteria for a large class of subgroups of PSL. In particular, we show that for a given finitely generated, purely loxodromic, free Kleinian group for , the inequality holds for some and for in provided that certain conditions on the hyperbolic displacements given by , and their length conjugates formed by the generators are satisfied. Above, the constant turns out to be the real root strictly larger than of a fourth degree, integer coefficient polynomial obtained by solving a family of optimization problems via Karush-Kuhn-Tucker theory. The use of this theory in the context of hyperbolic geometry is another novelty of this work.

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