Behavior Pattern Sensitivity Analysis: A Methodology for Statistical Sensitivity Analysis of System Dynamics Models - Couverture souple

Hekimoğlu, Mustafa

 
9783659241154: Behavior Pattern Sensitivity Analysis: A Methodology for Statistical Sensitivity Analysis of System Dynamics Models

Synopsis

Parameters of simulation models are always subject to uncertainty. In order to reach strong conclusions and solid arguments through simulation, a model should be tested against changes in the parameter values. The sensitivity analysis method should be appropriate for the purpose of the simulation model. System dynamics is a behavior-oriented simulation methodology that aims to explain long-run behavior of the system with feedback loops in its structure. Therefore, in the sensitivity analysis of system dynamics models, sensitivity of the model behavior to the parameter uncertainty should be tested. In this book, Behavior Pattern Sensitivity Analysis, as a simple approach for sensitivity of system dynamics models, is presented. Application of this method to different simulation models are discussed in order to guide the reader through important steps of analysis procedure.

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Présentation de l'éditeur

Parameters of simulation models are always subject to uncertainty. In order to reach strong conclusions and solid arguments through simulation, a model should be tested against changes in the parameter values. The sensitivity analysis method should be appropriate for the purpose of the simulation model. System dynamics is a behavior-oriented simulation methodology that aims to explain long-run behavior of the system with feedback loops in its structure. Therefore, in the sensitivity analysis of system dynamics models, sensitivity of the model behavior to the parameter uncertainty should be tested. In this book, Behavior Pattern Sensitivity Analysis, as a simple approach for sensitivity of system dynamics models, is presented. Application of this method to different simulation models are discussed in order to guide the reader through important steps of analysis procedure.

Biographie de l'auteur

Mustafa Hekimoğlu obtained his B.S degree industrial engineering from Dokuz Eylul University, Izmir. In 2007 he joined Industrial Engineering Department at Bogazici University, Istanbul for his masters. He received his degree in 2010 and started his PhD in 2011 at Erasmus University, Rotterdam. Currently, he is a PhD candidate at this university.

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