Schedule-Based Group Assignment Using Constraint Programming
Author(s) -
Thomas Roeder,
Robert M. Saltzman
Publication year - 2014
Publication title -
informs transactions on education
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.161
H-Index - 3
ISSN - 1532-0545
DOI - 10.1287/ited.2013.0116
Subject(s) - computer science , constraint programming , schedule , constraint (computer aided design) , group (periodic table) , quality (philosophy) , process (computing) , operations research , constraint satisfaction , mathematical optimization , software engineering , industrial engineering , programming language , artificial intelligence , stochastic programming , mathematics , engineering , philosophy , chemistry , geometry , organic chemistry , epistemology , operating system , probabilistic logic
Group work is an important aspect of the educational process in many disciplines, especially business. The literature suggests there are pedagogical advantages to instructor-assigned teams. In this paper, we present a constraint programming approach to assigning students to groups based on their availability. We compare solutions created using several objectives and find that no single objective dominates for all performance measures. Using the model produces group assignments of higher quality and much more quickly than those produced manually.
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