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In this paper, we establish a second-order sufficient condition for constrained optimization problems of a class of so called l-stable functions in terms of the first-order and the second-order Dini type directional derivatives. The result extends the corresponding result of[D. Bednarík and K. Pastor, Math. Program. Ser.A, 113(2008), 283-298]to constrained optimization problems.