: Quadratic models Qk(x), x ∈ Rn , of the objective function F(x), x∈Rn , are used by many successful iterative algorithms for minimization, where k is the iteration number. Gi...
Recently, the alternating direction method of multipliers (ADMM) has received intensive attention from a broad spectrum of areas. The generalized ADMM (GADMM) proposed by Eckstein ...
Ethan X. Fang, Bingsheng He, Han Liu, Xiaoming Yua...
We present a line search algorithm for minimizing nonconvex and/or nonsmooth objective functions. The algorithm is a hybrid between a standard Broyden-Fletcher-Goldfarb-Shanno (BFG...
Generic programming (GP) is a form of abstraction in programming languages that serves to reduce code duplication by exploiting the regular structure of algebraic datatypes. Severa...