The suspect is a white male wearing dark shorts, a dark tank top and weight-lifting type gloves. He was seen driving toward a park exit in a black, four-door sedan whose license plate may have been covered by electrical or duct tape.
The vehicle may have been traveling on State Highway 170 or State Highway 220 near the park, police said.
The victims' bodies were being taken to the Arkansas State Crime Lab, where the manner and cause of death will be determined.