the book is an overview of the development of basic ideas and mathematical results regarding measures and principles of uncertainty-based information formalized within the framework of classical set theory, probability theory, fuzzy set theory, possibility theory, and the dempster-shafer theory of evidence.the book contains many new results, which had until now not been available in a single monograph. the book is very useful for researchers, but it can also be used as a graduate text.