This book is about how to make decisions - mathematically based. These are the topics in focus: How 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 uncertainty: straightforward approach, remaining problems, solution. What if we cannot even elicit interval-valued uncertainty: symmetry approach. Questions...