Hypothesis-Driven Simulation Studies

Assistance for the Systematic Design and Conducting of Computer Simulation Experiments

Fabian Lorig (Autor)

Buch | Softcover

XXII, 394 Seiten

2019
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-27587-7 (ISBN)

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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.

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.

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.

Erscheinungsdatum	01.09.2019
Zusatzinfo	XXII, 394 p. 1 illus.
Verlagsort	Wiesbaden
Sprache	englisch
Maße	148 x 210 mm
Gewicht	541 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Schlagworte	Assistance System • Assistenzsystem • Automation of Simulation • Automatisierung von Simulation • Design of Experiments • Epistemologie der Simulation • Epistemology of Simulation • Experimentdesign • Hypothesenüberprüfung • Hypothesis-Driven Simulation Studies • hypothesis testing • Simulationsstudien • Simulation Studies
ISBN-10	3-658-27587-1 / 3658275871
ISBN-13	978-3-658-27587-7 / 9783658275877
Zustand	Neuware