Officers opened fire outside a beauty supply store Wednesday night in the 5100 block of W. Lake Street.
Police officers confronted three armed men who began firing shots and officers returned fire wounding the suspects.
A clerk was also hit, but no officers were injured.
The incident is being studied by the Independent Police Review Authority, which investigates all police- related shootings.