Since the basic probability of an interval-valued belief structure (IBS) is assigned as interval number, its combination becomes difficult. Especially, when dealing with highly conflicting IBSs, most existing methods may cause counter-intuitive results, which can bring extra heavy computational burden due to nonlinear optimization model, and lose good property associativity commutativity in Dem...