G
Gerardo Toraldo
Researcher at University of Naples Federico II
Publications - 73
Citations - 1891
Gerardo Toraldo is an academic researcher from University of Naples Federico II. The author has contributed to research in topics: Quadratic programming & Gradient method. The author has an hindex of 21, co-authored 70 publications receiving 1681 citations. Previous affiliations of Gerardo Toraldo include Seconda Università degli Studi di Napoli & Indian Council of Agricultural Research.
Papers
More filters
Journal ArticleDOI
On the Solution of Large Quadratic Programming Problems with Bound Constraints
Jorge J. Moré,Gerardo Toraldo +1 more
TL;DR: It is proved that for strictly convex problems the algorithm converges to the solution, and that if the solution is nondegenerate, then the algorithm terminates at the solution in a finite number of steps.
Journal ArticleDOI
Algorithms for bound constrained quadratic programming problems
Jorge J. Moré,Gerardo Toraldo +1 more
TL;DR: An algorithm which combines standard active set strategies with the gradient projection method for the solution of quadratic programming problems subject to bounds is presented, in particular, that if thequadratic is bounded below on the feasible set then termination occurs at a stationary point in a finite number of iterations.
Journal ArticleDOI
GRASP with Path Relinking for Three-Index Assignment
TL;DR: This paper proposes and tests variants of GRASP (greedy randomized adaptive search procedure) with path relinking for the three-index assignment problem (AP3) and shows that the random variable "time to target solution" fits a two-parameter exponential distribution.
Journal ArticleDOI
On the steplength selection in gradient methods for unconstrained optimization
TL;DR: This work investigates the relationships between the steplengths of a variety of gradient methods and the spectrum of the Hessian of the objective function, providing insight into the computational effectiveness of the methods, for both quadratic and general unconstrained optimization problems.
Book
High Performance Algorithms and Software in Nonlinear Optimization
TL;DR: This book provides an overview of the nonlinear optimization field, including algorithms, software evaluation, implementation issues, applications, and areas of research, through authoritative papers by some of the most active and well-known researchers in the field.