Induction Variable Optimization is a compiler optimization technique aimed at improving the performance of loops by simplifying or eliminating induction variables, which are variables that change in a predictable pattern with each iteration of the loop. This optimization reduces the overhead of loop control and can lead to more efficient code execution by minimizing unnecessary calculations and memory accesses.