Algorithm for solving Arbitrary distribution Bond financing COVID-19 Chance constraint Chance constraints Chance-constrained optimizations Constrained optimization Constraint functions Hilbert spaces Inverse problems Kernel trick Manipulators Nonparametric uncertainties Pandemic Reproducing Kernel Hilbert spaces Robust-optimal controls Space embedding Syndicated loans Uncertainty analysis Vector spaces Work-from-home nonparametric uncertainty robust optimal control