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020 _a9783658275884
_9978-3-658-27588-4
024 7 _a10.1007/978-3-658-27588-4
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
_2bisacsh
072 7 _aUKN
_2thema
082 0 4 _a004.6
_223
100 1 _aLorig, Fabian.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aHypothesis-Driven Simulation Studies
_h[electronic resource] :
_bAssistance for the Systematic Design and Conducting of Computer Simulation Experiments /
_cby Fabian Lorig.
250 _a1st ed. 2019.
264 1 _aWiesbaden :
_bSpringer Fachmedien Wiesbaden :
_bImprint: Springer Vieweg,
_c2019.
300 _aXXII, 394 p. 1 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aComputer networks .
650 0 _aComputer science.
650 1 4 _aComputer Communication Networks.
650 2 4 _aTheory of Computation.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783658275877
776 0 8 _iPrinted edition:
_z9783658275891
856 4 0 _uhttps://doi.org/10.1007/978-3-658-27588-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c176570
_d176570