On Thursday, his agent called to say he needed to cancel because of shoulder inflammation, said Kimberly Mouser, assistant director of the Concert Series.
"We are canceling the performance this weekend but are looking for another date with the hope of rescheduling as soon as possible," said Elizabeth Sobol, Perlman's manager.
Perlman's recordings have won 15 Grammy awards. Last month, he won a Grammy Award for lifetime achievement. He was the soloist in John Williams' Oscar-winning score for "Schindler's List."