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Conditions for Global Optimality in Quantum Arimoto-Blahut Algorithms

Liu, Geng et al.
arXiv (All) · Papers
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information-theoryoptimization-and-controlquantum-physics
Generalized Arimoto--Blahut (AB) algorithms are widely used in information theory and quantum optimization, but monotonic objective decrease and numerical stabilization do not guarantee global optimality. We establish necessary and sufficient conditions for the global optimality of full-rank AB fixe
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