Novelty, Information and Surprise

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence
Cover of the book Novelty, Information and Surprise by Günther Palm, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Günther Palm ISBN: 9783642290756
Publisher: Springer Berlin Heidelberg Publication: August 30, 2012
Imprint: Springer Language: English
Author: Günther Palm
ISBN: 9783642290756
Publisher: Springer Berlin Heidelberg
Publication: August 30, 2012
Imprint: Springer
Language: English

The book offers a new approach to information theory that is more general then the classical approach by Shannon. The classical definition of information is given for an alphabet of symbols or for a set of mutually exclusive propositions (a partition of the probability space Ω) with corresponding probabilities adding up to 1. The new definition is given for an arbitrary cover of Ω, i.e. for a set of possibly overlapping propositions. The generalized information concept is called novelty and it is accompanied by two new concepts derived from it, designated as information and surprise, which describe "opposite" versions of novelty, information being related more to classical information theory and surprise being related more to the classical concept of statistical significance. In the discussion of these three concepts and their interrelations several properties or classes of covers are defined, which turn out to be lattices. The book also presents applications of these new concepts, mostly in statistics and in neuroscience.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The book offers a new approach to information theory that is more general then the classical approach by Shannon. The classical definition of information is given for an alphabet of symbols or for a set of mutually exclusive propositions (a partition of the probability space Ω) with corresponding probabilities adding up to 1. The new definition is given for an arbitrary cover of Ω, i.e. for a set of possibly overlapping propositions. The generalized information concept is called novelty and it is accompanied by two new concepts derived from it, designated as information and surprise, which describe "opposite" versions of novelty, information being related more to classical information theory and surprise being related more to the classical concept of statistical significance. In the discussion of these three concepts and their interrelations several properties or classes of covers are defined, which turn out to be lattices. The book also presents applications of these new concepts, mostly in statistics and in neuroscience.

More books from Springer Berlin Heidelberg

Cover of the book Fabrikplanung und Fabrikbetrieb by Günther Palm
Cover of the book Theoretical and Experimental Studies on Non-Fourier Heat Conduction Based on Thermomass Theory by Günther Palm
Cover of the book Zahnärztliche Chirurgie by Günther Palm
Cover of the book Bio-inspired Catalysts by Günther Palm
Cover of the book Field Informatics by Günther Palm
Cover of the book Transactions on Computational Collective Intelligence XVII by Günther Palm
Cover of the book Channeling and Radiation in Periodically Bent Crystals by Günther Palm
Cover of the book Manual of Spine Surgery by Günther Palm
Cover of the book Genetic Preservation of Plant Cells in Vitro by Günther Palm
Cover of the book Analytical Imaging Techniques for Soft Matter Characterization by Günther Palm
Cover of the book Difference Equations, Discrete Dynamical Systems and Applications by Günther Palm
Cover of the book Functional Imaging in Oncology by Günther Palm
Cover of the book Einführung in das Management von Geschäftsprozessen by Günther Palm
Cover of the book Boar Reproduction by Günther Palm
Cover of the book Microseismic Monitoring and Geomechanical Modelling of CO2 Storage in Subsurface Reservoirs by Günther Palm
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy