Within the PFUS framework and 45° coaxial bicone ontology, this paper reveals that convex optimization, duality and extremum convergence are not formal constructs but natural consequences of cosmic geometry. The lower cone corresponds to primal convex optimization; the upper cone to dual concave optimization; the frustum to strong duality and closure.
Zhenmin Wang (Tue,) studied this question.
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