When lifting weights, a good rule is resting for 48 hours of recovery time per muscle group, fitness experts say.

So it may come as a surprise that its creator, Tony Horton, now preaches the benefits of rest and warns against overtraining. “I didn’t know then what I know now,” said Horton, who had spent the ’90s ...