000 | 02950nam a22004695i 4500 | ||
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001 | 978-0-387-38995-0 | ||
003 | DE-He213 | ||
005 | 20201213200413.0 | ||
007 | cr nn 008mamaa | ||
008 | 100301s2007 xxu| s |||| 0|eng d | ||
020 |
_a9780387389950 _9978-0-387-38995-0 |
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024 | 7 |
_a10.1007/978-0-387-38995-0 _2doi |
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050 | 4 | _aQA276-280 | |
072 | 7 |
_aUYAM _2bicssc |
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072 | 7 |
_aUFM _2bicssc |
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072 | 7 |
_aCOM077000 _2bisacsh |
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082 | 0 | 4 |
_a005.55 _223 |
100 | 1 |
_aHeidergott, Bernd. _eeditor. |
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245 | 1 | 0 |
_aMax-Plus Linear Stochastic Systems and Perturbation Analysis _h[electronic resource] / _cedited by Bernd Heidergott. |
264 | 1 |
_aBoston, MA : _bSpringer US, _c2007. |
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300 |
_aXII, 320 p. _bonline resource. |
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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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_atext file _bPDF _2rda |
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490 | 1 |
_aThe International Series on Discrete Event Dynamic Systems, _x1388-4328 ; _v16 |
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505 | 0 | _aMax-Plus Algebra -- Max-Plus Linear Stochastic Systems -- Ergodic Theory -- Perturbation Analysis -- A Max-Plus Differential Calculus -- Higher-Order D-Derivatives -- Taylor Series Expansions. | |
520 | _aDuring the last decade, the area of stochastic max-plus linear systems has witnessed a rapid development, which created a growing interest in this area. This book provides a thorough treatment of the theory of stochastic max-plus linear systems. Max-plus algebra is an algebraic approach to discrete event systems (DES), like queuing networks that are prone to synchronization. Perturbation analysis studies the sensitivity of the performance of DES with respect to changes in a particular system parameter. The first part of the book addresses modeling issues and stability theory for stochastic max-plus systems. The second part of the book treats perturbation analysis of max-plus systems: a calculus for differentiation of max-plus systems is developed. This calculus leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times. This book will be of interest to researchers and professionals in the area of applied probability who are interested in numerical evaluation of stochastic max-plus linear discrete event systems. | ||
650 | 0 | _aComputer science. | |
650 | 0 |
_aAlgebra _xData processing. |
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650 | 1 | 4 | _aComputer Science. |
650 | 2 | 4 | _aProbability and Statistics in Computer Science. |
650 | 2 | 4 | _aMath Applications in Computer Science. |
650 | 2 | 4 | _aSymbolic and Algebraic Manipulation. |
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9780387352060 |
830 | 0 |
_aThe International Series on Discrete Event Dynamic Systems, _x1388-4328 ; _v16 |
|
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-0-387-38995-0 |
912 | _aZDB-2-SCS | ||
950 | _aComputer Science (Springer-11645) | ||
999 |
_c12286 _d12286 |