Rapid, Low Cost Modeling and Simulation

Name: Rapid, Low Cost Modeling and Simulation
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639079654
Price: 340.49 PLN
Availability: InStock

Integrating Bayesian and Neural Networks as an Alternative to an Equation-Based Approach

Autor: David Brown

Język:

Oprawa: Miękka

Wydawca: VDM Verlag Dr. Mueller E.K.

Dostępność: Dostępna u dostawcy

Wysyłamy za 9-15 dni

340.49 zł

Modeling and Simulation is an important tool in manyfields of science and engineering. When properly...

Informacje o książce

Autor

David Brown

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2008

strony

288

EAN

9783639079654

ISBN

3639079655

Enbook ID

06817190

Wydawca

VDM Verlag Dr. Mueller E.K.

Waga

386

Wymiary

152 x 229 x 15

Pełny opis

Modeling and Simulation is an important tool in manyfields of science and engineering. When properlyused, it can save time and money as compared toprototypes or experiments. Current practice is touse an equation-based approach. However, equation-based models that accurately represent the realworld can require extensive time and money toconstruct. This research was conducted to explorealternate methods of creating accurate models andsimulations that could be done rapidly and at muchlower cost. The research compared engineeringmodeling applications for time of construction andthe accuracy between equation-based models and threemethods of Bayesian network construction: humanjudgment, formulae and computer-generated withneural network integration. While the humanjudgment and formulae models showed no advantages,the computer-generated Bayesian networks were bothmuch faster to construct and more accurate ascompared to equivalent equation-based models.

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Rapid, Low Cost Modeling and Simulation

Integrating Bayesian and Neural Networks as an Alternative to an Equation-Based Approach

Informacje o książce

Pełny opis

Możesz być zainteresowany

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