optimization - Dual computation - Mathematics Stack Exchange

This image is from Appendix B.1 in Convex Optimization by Stephen Boyd. My question is: how is B.2. enforcing the constraint $b_{0} + \lambda b_{1} \in R(A_{0} + \lambda A_{1})$ which is described

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optimization - How to find the dual function when the objective function and constraints are linear? - Mathematics Stack Exchange

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