The paper studies a mixture experiment with two responses–a primary response and a secondary response. The primary response function is assumed to be quadratic in the mixing proportions, while the secondary response is a linear function of the proportions. Optimum designs are investigated for estimating the optimum mixture combination that maximizes the mean primary response subject to the mean secondary response being above a certain specified value. © 2021 Taylor & Francis Group, LLC.