Foundations of the theory of learning systems
By: Ya. Z. Tsypkin ; translated by Z.J. Nikolic
Series: Mathematics in science and engineering -- v. 101; Mathematics in science and engineering -- v. 101.
Publisher: Academic Press
Published: 1973
Place of publication: New York
Language: eng
Format: [electronic resource] /
Number of pages: 205
ISBN-13: 9780127020600; 9780080956107
Subjects: Self-organizing systems; Questions & Answers; REFERENCE
Work titles: Osnovy teorii obuchai Łushchikhsi Ła sistem
Notes: Includes bibliographical references and indexes.

Description based on print version record.
Table of contents: title: Front Cover; Foundations of the Theory of Learning Systems; Copyright Page; Contents; Preface to the Russian Edition; Acknowledgments; Chapter I. Goal of Learning; Chapter II. Algorithms of Learning; Chapter III. Algorithms of Optimal Learning; Chapter IV. Elements of Statistical Decision Theory; Chapter V. Learning Pattern Recognition Systems; Chapter VI. Self-Learning Systems of Classification; Chapter VII. Learning Models; Chapter VIII. Learning Filters; Chapter IX. Examples of Learning Systems; Epilogue; Author Index; Subject Index.