Numerical Optimization with Computational Errors

including a chapters devoted to the subgradient projection algorithm, the mirror descent algorithm, gradient projection algorithm, the Weiszfelds method, constrained convex minimization problems, the convergence of a proximal point method in a Hilbert space, the continuous subgradient method, penalty methods and Newton’s method.

inclusiv capitole dedicate algoritmului de proiectie subgradient, algoritmului de coborare a oglinzii, algoritmului de proiectie a gradientului, metodei Weiszfelds, problemelor de minimizare convexa constransa, convergentei unei metode a punctului proximal intr-un spatiu Hilbert, metodei subgradientului continuu, metodelor de penalizare si metodei lui Newton.