Classical And Modern Optimization

Classical And Modern Optimization By Carlier, Guillaume Published by World Scientific Publishing Company Publication Date: 2022-04-07 Subject: Mathematics Applied, Mathematics Calculus, Mathematics Optimization, Mathematics Applied, Mathematics Calculus, Mathematics Optimization, Mathematics Probability & Statistics - General, Calculus Of Variations, Optimization, Optimization, Mathematics Optimization, Mathematics, Mathematics Calculus, Calculus, Mathematics Applied, Applied, Mathematical Optimization, Anf: Mathematics Subject Keywords: Optimization; Constrained Optimization; Convex Analysis; Legendre Transforms; Subdifferentials; Convex Duality; Differential Calculus; KKT Rules; Lagrange Multipliers; Envelope Theorems; Iterative Methods; Optimal Transport; Lagrangian Duality; Optimization For Data Processing; Calculus of Variations; Proximal Algorithm; Douglas Rachford; Ekeland's Variational Principle; Existence Theory; Augmented Lagrangian; ISTA; Nesterov Acceleration; Infimal Convolution; Euler-Lagrange Equations; Hamilton-Jacobi Equations; Dynamic Programming; Bellman Equation; Basis Pursuit; Singular Value Decomposition; Penrose Inverse; Tikhonov Regularization; Principal Component Analysis; Slater Condition; Mangasarian-Fromowitz Condition; SDP Duality; LP Duality; Kantorovich Duality; Acyclic Matrix; Bistochastic Matrix; Extreme Points; Farkas Minkowski; Support Vector Machines; Local Inversion In Banach Spaces Genre: Optimization, Mathematics, Optimization, Mathematics, Calculus, Mathematics, Applied, Optimization Target Audience: Tertiary education