A novel fuzzy metaheuristic approach in nurse rerostering problem. (27th December 2019)

• Record Type: Journal Article
• Authors: Simić, Svetlana; Corchado, Emilio; Simić, Dragan; Đorđević, Jovanka; Simić, Svetislav D
• Is Part Of: Logic journal of the IGPL. Volume 28:Number 4(2020)
• Page Start: 583
• Page End: 595
• Publication Date: 2019-12-27
• Subjects: nurse rerostering problem -- fuzzy logic -- ordered weighted averaging model -- variable neighbourhood descent search; Logic, Symbolic and mathematical -- Periodicals; 511.3
• DOI: 10.1093/jigpal/jzz061
• Languages: English
• ISSNs: 1367-0751

Abstract

Abstract: In the past 50 years nurse scheduling has received considerable attention in the research community. There are two cases regarding the nurse scheduling problem (NSP): the static and dynamic . Dynamic NSP, is often called nurse rerostering problem (NRRP), which presents reconstruction or modification of the predetermined roster for the current scheduling horizon. The aim of this paper is to present new hybrid strategy for nurse NRRP problem. The proposed methodology is based on efficient cooperation between fuzzy logic, ordered weighted averaging and variable neighbourhood descent search. Complete system is tested, and experimental results are based on real-world dataset obtained from the Oncology Institute of Vojvodina in Serbia.