The article presents a new way to value options in different market conditions. They use a special method to estimate how prices change over time. The researchers found that their approach works well for various types of options, like European, Bermudan, and barrier options. They also came up with formulas to price specific types of options, like arithmetic Asian options. Overall, their method is accurate and efficient, as shown in numerical examples using popular models.