How does a stock exchange determine the list price of a stock?

The stock exchange does not. The market maker does. He sets the price based pretty much on his order book. The order book shows the number of shares requested to buy and sell at each price. The order book is dynamic and fluctuated continually. The market maker has a very safisticated computer program to help out.