| 000 | 03539nam a22005535i 4500 | ||
|---|---|---|---|
| 001 | 978-3-540-37014-7 | ||
| 003 | DE-He213 | ||
| 005 | 20161121231159.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100301s2007 gw | s |||| 0|eng d | ||
| 020 |
_a9783540370147 _9978-3-540-37014-7 |
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| 024 | 7 |
_a10.1007/978-3-540-37014-7 _2doi |
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| 050 | 4 | _aQA75.5-76.95 | |
| 072 | 7 |
_aUY _2bicssc |
|
| 072 | 7 |
_aUYA _2bicssc |
|
| 072 | 7 |
_aCOM014000 _2bisacsh |
|
| 072 | 7 |
_aCOM031000 _2bisacsh |
|
| 082 | 0 | 4 |
_a004.0151 _223 |
| 100 | 1 |
_aArt, Lew. _eauthor. |
|
| 245 | 1 | 0 |
_aDynamic Programming _h[electronic resource] : _bA Computational Tool / _cby Lew Art, Holger Mauch. |
| 264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2007. |
|
| 300 |
_aXVIII, 379 p. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aStudies in Computational Intelligence, _x1860-949X ; _v38 |
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| 505 | 0 | _aDynamic Programming -- to Dynamic Programming -- Applications of Dynamic Programming -- Modeling of DP Problems -- The DP Specification Language gDPS -- DP Problem Specifications in gDPS -- Bellman Nets: A Class of Petri Nets -- Bellman Net Representations of DP Problems -- Design and Implementation of DP Tool -- DP2PN2Solver Tool -- DP2PN Parser and Builder -- The PN2Solver Modules -- Computational Results -- Java Solver Results of DP Problems -- Other Solver Results -- Conclusions. | |
| 520 | _aThis book provides a practical introduction to computationally solving discrete optimization problems using dynamic programming. From the unusually numerous and varied examples presented, readers should more easily be able to formulate dynamic programming solutions to their own problems of interest. We also provide and describe the design, implementation, and use of a software tool, named DP2PN2Solver, that has been used to numerically solve all of the problems presented earlier in the book. This computational tool can be used by students to solve academic problems if this book is used in coursework, and by practitioners to solve many real-world problems if the state space is not too large. Finally, this book is also a research monograph that describes a novel application of Petri net theory. DP2PN2Solver takes user input in the form of the DP functional equation for a problem, automatically constructs a Petri net model, called a Bellman net, as an internal computer representation for the DP problem, and then generates from the Bellman net the numerical solution for the DP problem. This solution can be obtained using Java, a spreadsheet, a Petri net tool, and other systems. | ||
| 650 | 0 | _aComputer science. | |
| 650 | 0 | _aComputer programming. | |
| 650 | 0 | _aComputers. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aApplied mathematics. | |
| 650 | 0 | _aEngineering mathematics. | |
| 650 | 1 | 4 | _aComputer Science. |
| 650 | 2 | 4 | _aTheory of Computation. |
| 650 | 2 | 4 | _aAppl.Mathematics/Computational Methods of Engineering. |
| 650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
| 650 | 2 | 4 | _aProgramming Techniques. |
| 700 | 1 |
_aMauch, Holger. _eauthor. |
|
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783540370130 |
| 830 | 0 |
_aStudies in Computational Intelligence, _x1860-949X ; _v38 |
|
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-540-37014-7 |
| 912 | _aZDB-2-ENG | ||
| 950 | _aEngineering (Springer-11647) | ||
| 999 |
_c509731 _d509731 |
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