The book is devoted to classification theory and cluster analysis, a new direction in the mathematical theory of recognition that has formed over the past ten years. It reflects the current state of the theory, covering almost all the most important areas of research in this area. Both fundamental works and interesting applied results are presented. Among the authors are famous scientists L. Zade, S. Rao, K. Fu and others.