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Non-Additive Measure and Integral

Non-Additive Measure and Integral
Catalogue Information
Field name Details
Dewey Class 515.42
Title Non-Additive Measure and Integral ([EBook] /) / by Dieter Denneberg.
Author Denneberg, Dieter
Other name(s) SpringerLink (Online service)
Publication Dordrecht : : Springer Netherlands : : Imprint: Springer, , 1994.
Physical Details X, 178 p. : online resource.
Series Theory and Decision Library, Series B: Mathematical and Statistical Methods ; 27
ISBN 9789401724340
Summary Note Non-Additive Measure and Integral is the first systematic approach to the subject. Much of the additive theory (convergence theorems, Lebesgue spaces, representation theorems) is generalized, at least for submodular measures which are characterized by having a subadditive integral. The theory is of interest for applications to economic decision theory (decisions under risk and uncertainty), to statistics (including belief functions, fuzzy measures) to cooperative game theory, artificial intelligence, insurance, etc. Non-Additive Measure and Integral collects the results of scattered and often isolated approaches to non-additive measures and their integrals which originate in pure mathematics, potential theory, statistics, game theory, economic decision theory and other fields of application. It unifies, simplifies and generalizes known results and supplements the theory with new results, thus providing a sound basis for applications and further research in this growing field of increasing interest. It also contains fundamental results of sigma-additive and finitely additive measure and integration theory and sheds new light on additive theory. Non-Additive Measure and Integral employs distribution functions and quantile functions as basis tools, thus remaining close to the familiar language of probability theory. In addition to serving as an important reference, the book can be used as a mathematics textbook for graduate courses or seminars, containing many exercises to support or supplement the text.:
Contents note 1 Integration of Monotone Functions on Intervals -- 2 Set Functions and Caratheodory Measurability -- 3 Construction of Measures using Topology -- 4 Distribution Functions, Measurability and Comonotonicity of Functions -- 5 The Asymmetric Integral -- 6 The Subadditivity Theorem -- 7 The Symmetric Integral -- 8 Sequences of Functions and Convergence Theorems -- 9 Nullfunctions and the Lebesgue Spaces Lp -- 10 Families of Measures and their Envelopes -- 11 Densities and the Radon-Nikodym Theorem -- 12 Products -- 13 Representing Functionals as Integrals -- References.
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-94-017-2434-0
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