Numerical optimization methods using grossone-based infinity computing

Optimization problems involving infinite and infinitesimal quantities are considered in this contribution. The usage of the advanced grossone-based techniques to address these theoretically and computationally challenging problems is briefly reviewed. In particular, numerical optimization methods using the Infinity Computer to efficiently deal with penalty functions, Lipschitz objective functions having infinite and infinitesimal Lipschitz constants, and exact derivatives are discussed.