The Deferred Acceptance algorithm is a strategy-proof mechanism used in matching markets, such as school admissions and organ donations, to produce stable matchings where no pair of participants would prefer to be matched with each other over their current matches. It ensures that participants are incentivized to reveal their true preferences, resulting in an optimal solution for one side of the market, typically the proposers.