This book is about how to make decisions - mathematically based. These are the topics in to elicit user's preferences. How to select the best alternatives. Which characteristics should we select when describing probabilities? The need for interval uncertainty. Decision making under interval straightforward approach, remaining problems, solution. What if we cannot even elicit interval-valued symmetry approach. Questions beyond optimization.