Tan (2005) to use two-way stochastic dominance to define the $j$-order risk-averse and risk-seeking utility that consists … of both risk-averse and risk-seeking components and we call the utility AD utility and call investors with AD utility AD … develop some properties for the ADSD theory, including properties of expected-utility maximization, hierarchy, transitivity …