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| | Mathematics |
 | | Geometric form of Hahn-Banach theorem, convex sets and cones, convex functionals in normed linear spaces, optimization by convex functional, conjugate convex functionals, subdifferentiable convex functionals, monotone operator and its relation with convex functional, dual optimization problem, Fenchel duality theorem, minimax theorem of Game theory, Lagrange's multiplier, sufficiency, sensitivity, Lagrange duality, Kuhn-Tucker theorem, complementarity problem. |
 | | Banach spaces; bounded linear functionals and bounded linear operators, dual spaces, Hahn-Banach theorem, uniform boundedness principle, open mapping and closed graph theorems., weak convergence, Hilbert spaces, orthonormal sets, Riesz representation theorem, bounded linear operators on Hilbert spaces. |
 | | Prime and semi prime rings, structure of Primitive ring, Density theorem, Division ring, Tensor Product and Polynomials over Division ring,Order division ring, Local and semi local ring, Idempotents and Decomposition Perfect and Semi Perfect rings and homological Characterizations. |
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