Description

Book Synopsis

Fabian Lorig develops a procedure model for hypothesis-driven simulation studies which supports the design, conducting, and analysis of simulation experiments. It is aimed at facilitating the execution of simulation studies with regard to the replicability and reproducibility of the results. In comparison to existing models, this approach is based on a formally specified hypothesis. Each step of the simulation study can be adapted to the central hypothesis and performed in such a way that it can optimally contribute to the verification and thus to the confirmation or rejection of the hypothesis.



Table of Contents

Foundations and Methods of Simulation.- Assistance and Automation of Simulation.- Requirements Analysis on Hypotheses in Simulation.- Hypothesis-Driven Simulation Studies.- Services for the Assistance of Simulation Studies.- Case Study: Supply Chain Management.

Hypothesis-Driven Simulation Studies: Assistance for the Systematic Design and Conducting of Computer Simulation Experiments

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    A Paperback by Fabian Lorig

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      Book details

      Publisher Springer Fachmedien Wiesbaden
      Published 29 August 2019
      ISBN-13 9783658275877
      978-3658275877
      ISBN-10 3658275871
      Also in:
      Computing Mathematical theory of computation Network hardware

      Description

      Book Synopsis

      Fabian Lorig develops a procedure model for hypothesis-driven simulation studies which supports the design, conducting, and analysis of simulation experiments. It is aimed at facilitating the execution of simulation studies with regard to the replicability and reproducibility of the results. In comparison to existing models, this approach is based on a formally specified hypothesis. Each step of the simulation study can be adapted to the central hypothesis and performed in such a way that it can optimally contribute to the verification and thus to the confirmation or rejection of the hypothesis.



      Table of Contents

      Foundations and Methods of Simulation.- Assistance and Automation of Simulation.- Requirements Analysis on Hypotheses in Simulation.- Hypothesis-Driven Simulation Studies.- Services for the Assistance of Simulation Studies.- Case Study: Supply Chain Management.

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