“…In the past decades, multi-attribute decision-making (MADM) has been regarded as an effective tool for addressing complex decision problems, adept at tackling challenges such as objective conflicts, data diversity and high uncertainty (Resende et al, 2023;Wang, 2024). A classical problem involves selecting an optimal alternative or obtaining a global ranking from a set of alternatives under multi-attributes based on multi-expert opinions.…”