Easy Confusion on Convex Optimization

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I just a quick question regarding Convex Optimization. Say I am solving the Multiple Variable problem. And it satisfies the following conditions, except for the last one highlighted ($f(x)$ is non-convex). I am wondering, if I solve the Lagrangian, and compares each critical points, am I guaranteed to find the optimum point on the Constrained optimization problem?

Do I also need the function and the domain to be convex???

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