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024 7 $a10.1007/978-3-658-27588-4
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100   $a20190816d2019      u|         0
101 0 $aeng
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181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aHypothesis-Driven Simulation Studies $eAssistance for the Systematic Design and Conducting of Computer Simulation Experiments /$fby Fabian Lorig
205   $a1st ed. 2019.
210  1$aWiesbaden :$cSpringer Fachmedien Wiesbaden :$cImprint: Springer Vieweg,$d2019.
215   $a1 online resource (407 pages)
311   $a3-658-27587-1 
327   $aFoundations 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.
330   $aFabian 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. 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 Target Groups ? Lecturers and students of information systems research, computer science, and data science ? Practitioners in the fields of simulation, operations research, business process management, and logistics 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.
606   $aComputers
606   $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008
606   $aTheory of Computation$3https://scigraph.springernature.com/ontologies/product-market-codes/I16005
615  0$aComputers.
615 14$aInformation Systems and Communication Service.
615 24$aTheory of Computation.
676   $a003.3
700   $aLorig$b Fabian$4aut$4http://id.loc.gov/vocabulary/relators/aut$01061728
906   $aBOOK
912   $a9910349305503321
996   $aHypothesis-Driven Simulation Studies$92519896
997   $aUNINA