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A Convex Optimization Toolbox

2019
This chapter presents the duality theory for optimization problems, by both the minimax and perturbation approach, in a Banach space setting. Under some stability (qualification) hypotheses, it is shown that the dual problem has a nonempty and bounded set of solutions.
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Convex optimization problems

2004
Stephen Boyd, Lieven Vandenberghe
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