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|---|---|---|---|
| 001 | 978-3-319-26977-1 | ||
| 003 | DE-He213 | ||
| 005 | 20220801215531.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 151221s2016 sz | s |||| 0|eng d | ||
| 020 |
_a9783319269771 _9978-3-319-26977-1 |
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| 024 | 7 |
_a10.1007/978-3-319-26977-1 _2doi |
|
| 050 | 4 | _aTJ212-225 | |
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_aTJFM _2bicssc |
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_a629.8312 _223 |
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_a003 _223 |
| 100 | 1 |
_aClark, Andrew. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _944945 |
|
| 245 | 1 | 0 |
_aSubmodularity in Dynamics and Control of Networked Systems _h[electronic resource] / _cby Andrew Clark, Basel Alomair, Linda Bushnell, Radha Poovendran. |
| 250 | _a1st ed. 2016. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016. |
|
| 300 |
_aXVII, 210 p. 63 illus., 48 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aCommunications and Control Engineering, _x2197-7119 |
|
| 505 | 0 | _aPart I: Submodular Functions and Optimization -- Submodular Functions and Matroids -- Centralized Submodular Maximization -- Distributed Submodular Maximization -- Submodularity in Dynamics and Control -- Background on Control of Networked Systems -- Submodular Optimization for Smooth Convergence in Networked Systems -- Selecting Catalyst Nodes for Synchronization -- Input Selection for Robustness to Noise -- Input Node Selection under Noise Injection Attacks -- Input Node Selection for Joint Performance and Controllability. | |
| 520 | _aThis book presents a framework for the control of networked systems utilizing submodular optimization techniques. The main focus is on selecting input nodes for the control of networked systems, an inherently discrete optimization problem with applications in power system stability, social influence dynamics, and the control of vehicle formations. The first part of the book is devoted to background information on submodular functions, matroids, and submodular optimization, and presents algorithms for distributed submodular optimization that are scalable to large networked systems. In turn, the second part develops a unifying submodular optimization approach to controlling networked systems based on multiple performance and controllability criteria. Techniques are introduced for selecting input nodes to ensure smooth convergence, synchronization, and robustness to environmental and adversarial noise. Submodular optimization is the first unifying approach towards guaranteeing both performance and controllability with provable optimality bounds in static as well as time-varying networks. Throughout the text, the submodular framework is illustrated with the help of numerical examples and application-based case studies in biological, energy and vehicular systems. The book effectively combines two areas of growing interest, and will be especially useful for researchers in control theory, applied mathematics, networking or machine learning with experience in submodular optimization but who are less familiar with the problems and tools available for networked systems (or vice versa). It will also benefit graduate students, offering consistent terminology and notation that greatly reduces the initial effort associated with beginning a course of study in a new area. | ||
| 650 | 0 |
_aControl engineering. _931970 |
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| 650 | 0 |
_aSystem theory. _93409 |
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| 650 | 0 |
_aControl theory. _93950 |
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| 650 | 0 |
_aTelecommunication. _910437 |
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| 650 | 1 | 4 |
_aControl and Systems Theory. _931972 |
| 650 | 2 | 4 |
_aSystems Theory, Control . _931597 |
| 650 | 2 | 4 |
_aCommunications Engineering, Networks. _931570 |
| 700 | 1 |
_aAlomair, Basel. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _944946 |
|
| 700 | 1 |
_aBushnell, Linda. _eauthor. _0(orcid)0000-0002-8751-2409 _1https://orcid.org/0000-0002-8751-2409 _4aut _4http://id.loc.gov/vocabulary/relators/aut _944947 |
|
| 700 | 1 |
_aPoovendran, Radha. _eauthor. _0(orcid)0000-0003-0269-8097 _1https://orcid.org/0000-0003-0269-8097 _4aut _4http://id.loc.gov/vocabulary/relators/aut _944948 |
|
| 710 | 2 |
_aSpringerLink (Online service) _944949 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319269757 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319269764 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319800516 |
| 830 | 0 |
_aCommunications and Control Engineering, _x2197-7119 _944950 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-26977-1 |
| 912 | _aZDB-2-ENG | ||
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