Hypothesis-Driven Simulation Studies Assistance for the Systematic D
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 replicabilit
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Hypothesis-Driven Simulation Studies Assistance for the Systematic Design and Conducting of Computer Simulation Experiments
Hypothesis-Driven Simulation Studies
Fabian Lorig
Hypothesis-Driven Simulation Studies Assistance for the Systematic Design and Conducting of Computer Simulation Experiments
Fabian Lorig FB IV, Wirtschaftsinformatik Universität Trier Trier, Germany Dissertation at Trier University, FB IV, Chair of Business Information Systems I, 2018 Diese Arbeit erhielt den Förderpreis 2019 des Freundeskreises Trierer Universität e.V. für herausragende Dissertationen.
ISBN 978-3-658-27587-7 ISBN 978-3-658-27588-4 (eBook) https://doi.org/10.1007/978-3-658-27588-4 Springer Vieweg © Springer Fachmedien Wiesbaden GmbH, part of Springer Nature 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer Vieweg imprint is published by the registered company Springer Fachmedien Wiesbaden GmbH part of Springer Nature. The registered company address is: Abraham-Lincoln-Str. 46, 65189 Wiesbaden, Germany
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Preface and Acknowledgements This dissertation proposes an approach that facilitates the conducting of “Hypothesis-Driven Simulation Studies”. It has been written in fulfillment of the requirements for the degree of Doctor of Natural Sciences (Dr. rer. nat.) at Faculty IV (Business Administration, Economics, Mathematics, Computer Science, Business Informatics) of Trier University, Germany. From 2014 to 2019, during the writing of this thesis, I have worked as research assistant at the chair for Business Information Systems I of Prof. Dr.-Ing. Ingo J. Timm, who also was my doctoral supervisor. The research of the chair mainly focuses on the design of intelligent assistance systems by means of distributed artificial intelligence and computer simulation techniques. Even though the circumstances under which I finished my master’s studies an
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