}$, then low fidelity analysis is carried out at $x^*$ during the next iteration, otherwise high-fidelity is carried out.  ### Sampling at Maximum Individual-Fidelity Uncertainty to Cost Ratio (Max IF-UCR) {#sampling-at-maximum-individual-fidelity-uncertainty-to-cost-ratio-