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European Journal of Operational Research

Publication date: 2018-04-01
Volume: 266 Pages: 278 - 290
Publisher: Elsevier

Author:

De Bruecker, Philippe
Belien, Jeroen ; De Boeck, Liesje ; De Jaeger, Simon ; Demeulemeester, Erik

Keywords:

Social Sciences, Science & Technology, Technology, Management, Operations Research & Management Science, Business & Economics, Routing, Model enhancement, Waste collection, Shift scheduling, MANAGEMENT, Operations Research, 40 Engineering, 46 Information and computing sciences, 49 Mathematical sciences

Abstract:

© 2017 Elsevier B.V. This paper presents a model enhancement approach for the integrated problem of developing shift schedules and waste collection routes. Given a variable amount of waste to be collected the objective is to find fixed, minimal cost shift schedules and collection routes under a service level constraint. While regular shifts during traffic peak hours are cheaper in terms of labour costs, the collection speed is on average lower than during expensive, non-regular shifts. Our findings can be summarized as follows. (1) Solutions can be found within reasonable computation time for real-life instances. (2) The model enhancement approach accurately estimates the required collection times and therefore consistently finds a feasible solution. (3) The solutions not only result in considerable savings, but are also proven to be (near)optimal by comparison with a practical lower bound based on flexible routes.