Theory of information and its value
Stratonovich, Ruslan L.

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  • Theory of information and its value
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Theory of information and its value/ by Ruslan L. Stratonovich ; edited by Roman V. Belavkin, Panos M. Pardalos, Jose C. Principe.
    作者: Stratonovich, Ruslan L.
    其他作者: Belavkin, Roman V.
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: xxii, 419 p. :ill. (some col.), digital ;24 cm.
    內容註: Foreword -- Preface -- 1 Definition of information and entropy in the absence of noise- 2 Encoding of discrete information in the absence of noise and penalties -- 3 Encoding in the presence of penalties. The first variational problem- 4 The first asymptotic theorem and relative results -- 5 Computation of entropy for special cases. Entropy of stochastic processes -- 6 Information in the presence of noise. The Shannon's amount of information -- 7 Message transmission in the presence of noise. The second asymptotic theorem and its various formulations -- 8 Channel capacity. Important particular cases of channels -- 9 Definition of the value of information -- 10 The value of Shannon information for the most important Bayesian systems -- 11 Asymptotical results related to the value of information. The Third asymptotic theorem -- 12 Information theory and the second law of thermodynamics -- Appendix Some matrix (operator) identities -- Index.
    Contained By: Springer eBooks
    標題: Information theory. -
    電子資源: https://doi.org/10.1007/978-3-030-22833-0
    ISBN: 9783030228330
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W9390718 電子資源 11.線上閱覽_V 電子書 EB Q360 .S773 2020 一般使用(Normal) 在架 0
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