The museum’s board of overseers issued a statement objecting to the closing, saying it would be “a breach of faith” with its founders and with supporters who have “sustained the museum for almost 50 years based on agreements and understandings that the Rose Art Museum would be maintained on the Brandeis campus in perpetuity.”