MPG.eBooks - Table of Contents: Foundations of the theory of learning systems

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Bibliographic Details
Main Author:	T︠S︡ypkin, I︠A︡. Z.
Format:	eBook
Language:	English
Published:	New York Academic Press 1973, 1973
Series:	Mathematics in science and engineering
Subjects:	Self-organizing Systems / Fast / (ocolc)fst01111791 Reference / Questions & Answers / Bisacsh Systèmes Auto-organisés Self-organizing Systems / Http://id.loc.gov/authorities/subjects/sh85119773
Online Access:	https://www.sciencedirect.com/science/bookseries/0...
Collection:	Elsevier eBook collection Mathematics - Collection details see MPG.ReNa

Table of Contents:

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
Includes bibliographical references and indexes