Literaturnachweis - Detailanzeige
Autor/inn/en | Kozlova, Mariia; Yeomans, Julian Scott |
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Titel | Monte Carlo Enhancement via Simulation Decomposition: A "Must-Have" Inclusion for Many Disciplines |
Quelle | In: INFORMS Transactions on Education, 22 (2022) 3, S.147-159 (13 Seiten)
PDF als Volltext |
Zusatzinformation | ORCID (Kozlova, Mariia) |
Sprache | englisch |
Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
Schlagwörter | Monte Carlo Methods; Interdisciplinary Approach; Problem Solving; Geology; Business; Natural Sciences; Engineering; Social Sciences; Environmental Education; Educational Practices; Ambiguity (Context) Monte-Carlo-Methode; Fächerübergreifender Unterricht; Fächerverbindender Unterricht; Interdisziplinarität; Problemlösen; Historische Geologie; Business studies; Wirtschaft; Betriebswirtschaft; Naturwissenschaften; Maschinenbau; Social science; Sozialwissenschaften; Gesellschaftswissenschaften; Umweltbildung; Umwelterziehung; Umweltpädagogik; Bildungspraxis |
Abstract | Monte Carlo (MC) simulation is widely used in many different disciplines in order to analyze problems that involve uncertainty. Simulation decomposition has recently provided a simple, but powerful, advancement to the standard Monte Carlo approach. Its value for better informing decision making has been previously shown in the investment-analysis field. In this paper, we demonstrate that simulation decomposition can enhance problem analysis in a wide array of domains by applying it to three very different disciplines: geology, business, and environmental science. Further extensions to such disciplines as engineering, natural sciences, and social sciences are discussed. We propose that by incorporating simulation decomposition into pedagogical practices, we expect students to significantly advance their problem-understanding and problem-solving skills. (As Provided). |
Anmerkungen | Institute for Operations Research and the Management Sciences (INFORMS). 5521 Research Park Drive Suite 200, Catonsville, Maryland 21228. Tel: 800-446-3676; Tel: 443-757-3500; Fax: 443-757-3515; e-mail: informs@informs.org; Web site: https://pubsonline.informs.org/journal/ited |
Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
Update | 2024/1/01 |