This book starts with the philosophical discussion of fuzzy sets. Next it presents elementary concepts of fuzzy sets, intuitionistic fuzzy sets with emphasis on applications in decision making under uncertainty. Prediction analysis under imprecise environment by using Delphi method is effectively explained by means of carefully designed numerical examples. Short biography of prominent mathematicians are given at the end of each chapter; as well as books for further reading are suggested at the end of each chapter.