The deterministic modeling approach in quantitative finance refers to a modeling
framework that assumes all input variables and parameters are known with certainty and do not
involve randomness or uncertainty. In this approach, the future values of variables and financial
instruments are predicted based on specific assumptions and deterministic relationships.