Right answer is (a) Due to an increase in the rate of oxidation of hydrocarbon
Explanation: In the mixture of air and petrol vapour, there occurs a condition when the rate of oxidation increases to such a value that it starts producing sound in the engine which are called a knock. This decreases the octane rating of gasoline.