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AIMD Dynamics and Distributed Resource Allocation

Language EnglishEnglish
Book Paperback
Book AIMD Dynamics and Distributed Resource Allocation M. Corless
Libristo code: 02983203
Publishers Society for Industrial & Applied Mathematics,U.S., February 2016
The AIMD algorithm is the most widely used method for allocating a limited resource among competing... Full description
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The AIMD algorithm is the most widely used method for allocating a limited resource among competing agents without centralised control. In this first comprehensive book on the topic, the authors offer a new approach based on positive switched linear systems, which is used to develop most of the main results in the book. Students and researchers alike will benefit from details of several variants of the algorithm, provided in order of increasing complexity, including deterministic, random, linear, and nonlinear versions. In each case, stability and convergence results are derived based on unifying principles. Basic and fundamental properties of the algorithm are described, examples are used to illustrate the richness of the resulting dynamical systems, and applications are provided to show how the algorithm can be used in the context of smart cities, intelligent transportation systems, and the smart grid.

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About the book

Full name AIMD Dynamics and Distributed Resource Allocation
Author M. Corless, C. King, R. Shorten, F. Wirth
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 249
EAN 9781611974218
ISBN 1611974216
Libristo code 02983203
Publishers Society for Industrial & Applied Mathematics,U.S.
Weight 47
Dimensions 152 x 229 x 13

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Optimization
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