Generic mixed-integer nonlinear formulation proposed using Hull Relaxation of GDP. Hull Relaxations and Big-M approach derived for generalized CAMbD formulation. Singularities arising at zero when deriving Hull Relaxation are addressed. Optimal solvent mixtures found for improved solubility and liquid–liquid extraction.