A set partitioning based goal programming model for the team formation problem

Basit Öğe Kaydı
dc.authoridDAS, GULESIN SENA/0000-0002-7865-3162
dc.contributor.authorDas, Gulesin Sena
dc.contributor.authorAltinkaynak, Busra
dc.contributor.authorGocken, Tolunay
dc.contributor.authorTurker, Ahmet Kursad
dc.date.accessioned2025-01-06T17:44:34Z
dc.date.available2025-01-06T17:44:34Z
dc.date.issued2022
dc.description.abstractIn this paper, we offer a multi-objective set-partitioning formulation for team formation problems using goal programming. Instead of selecting team members to teams, we select suitable teams from a set of teams. This set is generated using a heuristic algorithm that uses the social network of potential team members. We then utilize the proposed multi-objective formulation to select the desired number of teams from this set that meets the skill requirements. Therefore, we ensure that selected teams include individuals with the required skills and effective communication with each other. Two real datasets are used to test the model. The results obtained with the proposed solution are compared with two well-known approaches: weighted and lexicographic goal programming. Results reveal that weighted and lexicographic goal programming approaches generate almost identical solutions for the datasets tested. Our approach, on the other hand, mostly picks teams with lower communication costs. Even in some cases, better solutions are obtained with the proposed approach. Findings show that the developed solution approach is a promising approach to handle team formation problems.
dc.identifier.doi10.1111/itor.13022
dc.identifier.endpage322
dc.identifier.issn0969-6016
dc.identifier.issn1475-3995
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85108280763
dc.identifier.scopusqualityQ1
dc.identifier.startpage301
dc.identifier.urihttps://doi.org/10.1111/itor.13022
dc.identifier.urihttps://hdl.handle.net/20.500.14669/3098
dc.identifier.volume29
dc.identifier.wosWOS:000664283400001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherWiley
dc.relation.ispartofInternational Transactions in Operational Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectteam formation
dc.subjectsocial network
dc.subjectmulti-objective optimization
dc.titleA set partitioning based goal programming model for the team formation problem
dc.typeArticle

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu