A survey of trust-region radius update mechanisms. Part I: First-order analysis

Jérémy Rieussec, Fabian Bastin

We isolate three structural conditions on trust-region radius update rules for smooth unconstrained nonlinear optimisation, and study the class of mechanisms they define. The condi…