Abstract In this work, we advance the understanding of fundamental limits computation for binary polynomial optimization (BPO), which is problem maximizing a given function over all points. our main result provide novel class BPO that can be solved efficiently both from theoretical and computational perspective. fact, give strongly polynomial-time algorithm instances whose corresponding hypergr...