1. A computer-implemented method performed by a processor, the method comprising: performing formal verification of an arbiter design, wherein the arbiter design is based on an original arbiter design comprising a fairness logic and an arbitration logic, wherein the arbiter design comprising the arbitration logic and a portion of the fairness logic; and wherein the formal verification is performed with respect to a multi-dimensional Complete Random Sequence (CRS) having two or more dimensions.