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Hypothesis-Driven Simulation Studies

Assistance for the Systematic Design and Conducting of Computer Simulation Experiments

  • Book
  • © 2019

Overview

Authors:
  1. Fabian Lorig

    1. FB IV, Wirtschaftsinformatik, Universität Trier, Trier, Germany

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  • A Study in Simulation Methodologies

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Table of contents (8 chapters)

  1. Front Matter

    Pages I-XXII
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  2. Introduction and Background

    1. Front Matter

      Pages 1-1
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    2. Introduction

      • Fabian Lorig
      Pages 3-12

    3. Foundations and Methods of Simulation

      • Fabian Lorig
      Pages 13-48

    4. Assistance and Automation of Simulation

      • Fabian Lorig
      Pages 49-91

  3. Hypothesis-Driven Simulation Studies

    1. Front Matter

      Pages 93-93
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    2. Requirements Analysis on Hypotheses in Simulation

      • Fabian Lorig
      Pages 95-136

    3. Hypothesis-Driven Simulation Studies

      • Fabian Lorig
      Pages 137-170

    4. Services for the Assistance of Simulation Studies

      • Fabian Lorig
      Pages 171-260

  4. Application and Evaluation

    1. Front Matter

      Pages 261-261
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    2. Case Study: Supply Chain Management

      • Fabian Lorig
      Pages 263-339

    3. Conclusions and Outlook

      • Fabian Lorig
      Pages 341-348

  5. Back Matter

    Pages 349-394
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Keywords

About this book

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.

Authors and Affiliations

  • FB IV, Wirtschaftsinformatik, Universität Trier, Trier, Germany

    Fabian Lorig

About the author

Dr. Fabian Lorig works as research associate at the chair of Business Information Systems I at Trier University, Germany. His research focuses on methodology of computer simulation, design of experiments, automation of simulation studies, distributed artificial intelligence, and agent-based social simulation.

Bibliographic Information

  • Book Title: Hypothesis-Driven Simulation Studies

  • Book Subtitle: Assistance for the Systematic Design and Conducting of Computer Simulation Experiments

  • Authors: Fabian Lorig

  • DOI: https://doi.org/10.1007/978-3-658-27588-4

  • Publisher: Springer Vieweg Wiesbaden

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Fachmedien Wiesbaden GmbH, part of Springer Nature 2019

  • Softcover ISBN: 978-3-658-27587-7Published: 29 August 2019

  • eBook ISBN: 978-3-658-27588-4Published: 16 August 2019

  • Edition Number: 1

  • Number of Pages: XXII, 394

  • Number of Illustrations: 1 b/w illustrations

  • Topics: Information Systems and Communication Service, Theory of Computation

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