Orders come into a pizza place by phone are either for cheese or pepperoni pizza. The time to process and cook a cheese pizza is an exponential random variable with expected value 3 minutes, while the time to process and cook a pepperoni pizza is an exponential random variable with expected value 10 minutes. An order is for a cheese with probability 0.8, or for pepperoni with probability 0.2. The status of orders and processing times are independent across all orders. Define X as the processing time of the next order.

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Chapter1: Combinatorial Analysis
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Orders come into a pizza place by phone are either for cheese or pepperoni pizza. The time to process and cook a cheese pizza is an exponential random variable with expected value 3 minutes, while the time to process and cook a pepperoni pizza is an exponential random variable with expected value 10 minutes. An order is for a cheese with probability 0.8, or for pepperoni with probability 0.2. The status of orders and processing times are independent across all orders.

Define X as the processing time of the next order.


(a) Find P[X > 4]


(b) Find E[X]


(c) Find Var(X)

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