Taylor approximation of exponential constraints

53 Views Asked by At

I'm currently tackling an optimization problem that involves an exponential constraint, and I'm trying to apply the following technique to transform it into second-order cones. However, I'm struggling to grasp why the last two lines of equations are equivalent. Any insights or explanations on this would be greatly appreciated. enter image description here