Active set expansion strategies in MPRGP algorithm

•From 8 up to 78 pct decrease in the number of Hessian multiplication compared with standard expansion.•Two new adaptive step lengths for expansion step with 5 different combination of vectors used for their computations and search directions.•New alternative expansion strategy based on projected conjugate gradient step.