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AIMD Dynamics and Distributed Resource Allocation: 29 (Advances in Design and Control, Series Number 29) - Softcover
Synopsis
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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Book Description
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. The book is suitable for advanced undergraduate and graduate students, and researchers.
About the Author
M. Corless is a Professor in the School of Aeronautics and Astronautics at Purdue University, a Visiting Professor at University College Dublin, and an Adjunct Honorary Professor at the National University of Ireland, Maynooth. He has held a visiting position at IBM Research Ireland and is the recipient of an NSF Presidential Young Investigator Award. His research is concerned with obtaining tools that are useful in the robust analysis and control of systems containing significant uncertainty, and in applying these tools in a variety of situations.
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- PublisherSociety for Industrial and Applied Mathematics
- Publication date2016
- ISBN 10 1611974216
- ISBN 13 9781611974218
- BindingPaperback
- LanguageEnglish
- Number of pages250
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AIMD Dynamics and Distributed Resource Allocation (Advances in Design and Control, Series Number 29)
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AIMD Dynamics and Distributed Resource Allocation (Advances in Design and Control)
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AIMD Dynamics and Distributed Resource Allocation (Advances in Design and Control, Series Number 29)
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AIMD Dynamics and Distributed Resource Allocation: 29 (Advances in Design and Control, Series Number 29)
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AIMD Dynamics and Distributed Resource Allocation: 29 (Advances in Design and Control, Series Number 29)
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Society for Industrial and Applied Mathematics, 2016
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