Mixing problems represented by quasi-digraphs
The Teaching of Mathematics, XXVII (2024) no. 2, p. 79 .

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A notable class of problems often employed in undergraduate courses on differential equations is that of mixing problems: those involving a number of brine-filled tanks equipped with a number of brine-transporting pipes. Closed mixing problems, which feature neither filler nor drainer pipes, have been studied on a general level, where the flow networks are represented by digraphs [A. Slav\'\i k, Mixing problems with many tanks, American Mathematical Monthly, 120 (2013), 806--821]. In this paper, we extend the study to open mixing problems, which may feature filler and/or drainer pipes, representing the flow networks by a generalization of digraphs: quasi-digraphs. We formulate sufficient conditions under which such a mixing problem can be modeled as a system of linear ordinary differential equations whose coefficient matrix is the negative of the transpose of the Laplacian of the associated quasi-digraph. Subsequently, we formulate the analogues for mixing problems represented by weighted quasi-digraphs, and by cascade-type multilayer weighted quasi-digraphs. At the end of this paper, we propose suggestions for instructors on how our materials could be distilled to form a set of taught materials or a mini-project enriching an undergraduate differential equations course.
DOI : 10.57016/TM-NXML6989
Classification : 97I40, I45
Keywords: differential equation, mixing problem, digraph, quasi-digraph, multilayer.
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Robby Robby; Jonathan Hoseana. Mixing problems represented by quasi-digraphs. The Teaching of Mathematics, XXVII (2024) no. 2, p. 79 . doi : 10.57016/TM-NXML6989. http://geodesic.mathdoc.fr/articles/10.57016/TM-NXML6989/

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