Disclosed is a method for computing payment discounts awarded to winning agents in an exchange, the method comprising including a Vickrey discount to each of the winning agent as the difference between available surplus with all agents present minus available surplus without the winning agent, and computing said payment discounts by adjusting the Vickrey discounts so as to constrain the exchange to budget-balance.