Conjugate gradient (CG) methods are widely used techniques in unconstrained ... large-scale optimization problems, reinforcing the importance of these methods in practical applications[4].

With deregulation, market rules and economic principles dictate that commodities be priced at ... inequalities, and linear programs * Unconstrained and constrained nonlinear optimization * ...

The Quadratic Unconstrained Binary Optimization (QUBO) is well-known class of Combinatorial optimization problems with applications ranging from economics and computer science to pure mathematics. In ...

Abstract: The adaptive cubic regularization algorithm described in Cartis et al. (2009, Adaptive cubic regularisation methods for unconstrained optimization. Part I: motivation, convergence and ...