This book is dedicated to the common theory creation problems of recognition systems. The proposed theory explores processes of recognition, quantitative descriptions and representations of that are possible. According to this theory, object properties (features) measurable and, consequently, their values can be represented on the real number axis by continuous or discrete successions. This book also discusses proceedings of pattern recognition, which can be considered dedicated to the creation of common mathematical theory of recognition processes.