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Schedule
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Thursday 11:00 - 12:20 Routing Problems Room 138 - Chair: Pieter Vansteenwegen
Thursday 11:00 - 12:20 Emergency operations scheduling Room 130 - Chair: El-Houssaine Aghezzaf
Thursday 11:00 - 12:20 Algorithm design Room 126 - Chair: Gerrit Janssens
Thursday 11:00 - 12:20 Multiple Objectives Room 120 - Chair: Filip Van Utterbeeck
- Exact solution methods for the bi-objective \{0, 1\}-quadratic knapsack problem
Jean-philippe Hubinont (ULB) Co-authors: José Rui Figueira, Yves De Smet
- Analyzing objective interaction in lexicographic optimization
Federico Mosquera (KU Leuven) Co-authors: Pieter Smet, Greet Vanden Berghe Abstract: Despite the multitude of optimization methods proposed throughout operational research literature, such approaches can be difficult to grasp for decision-makers who lack a technical background. Solving a multi-objective optimization problem requires expertise from the decision-makers to manage complex objectives which may interact unintuitively. This study focuses on improving lexicographic optimization, a type of approach which has the advantage of being easily implemented by decision-makers given that its only requirement is the hierarchical arrangement of objectives in terms of their relative importance.
A pure lexicographic strategy optimizes each objective sequentially, in order of importance, without deteriorating previous objectives. Algorithmic performance is, however, often hindered when a pure lexicographic optimization strategy is employed. Typically, heuristic methods quickly converge to a local optimum which, depending on the specifics of the solution space, results in poor solutions. Employing integer programming solvers may also prove difficult as lexicographic optimization is not implemented natively and often requires solving the integer programming problem several times. This study overcomes these difficulties by first analyzing objective interactions and categorizing the various objectives accordingly. This information is subsequently used to develop a new methodology which seeks to improve search algorithms for solving lexicographic optimization problems.
A real-world case study concerning home care scheduling demonstrates how the proposed methodology improves pure lexicographic optimization. Home care scheduling not only involves the scheduling of caregivers, but also their assignment and routing, both of which are necessary to deliver the necessary services to different clients. Among the objectives requiring optimization are task frequency, travel time, caregiver/client preference satisfaction and the weekly spreading of tasks. Despite the complexity of these objectives, lexicographic optimization offers a user-friendly approach but, as demonstrated by way of a series of computational experiments, may result in poor quality solutions. Computational results demonstrate how the new methodology based on inter-objective relations results in better solutions.
- Military manpower planning through a career path approach
Oussama Mazari Abdessameud (VUB) Co-authors: Filip Van Utterbeeck, Johan Van Kerckhoven, Marie-Anne Guerry
- Optimization of Emergency Service Center Locations Using an Iterative Solution Approach
Mumtaz Karatas (National Defense University, Turkish Naval Academy) Co-authors: Ertan Yakici
Thursday 13:30 - 14:50 Integrated logistics Room 138 - Chair: Kris Braekers
Thursday 13:30 - 14:50 Person transportation Room 130 - Chair: Célia Paquay
Thursday 13:30 - 14:50 Continuous models Room 126 - Chair: Nicolas Gillis
Thursday 13:30 - 14:50 Integer programming Room 120 - Chair: Bernard Fortz
Thursday 15:20 - 16:20 Material handling and warehousing 1 Room 138 - Chair: Greet Vanden Berghe
Thursday 15:20 - 16:20 Operations management Room 130 - Chair: Roel Leus
Thursday 15:20 - 16:20 Matrix factorization Room 126 - Chair: Pierre Kunsch
Thursday 16:30 - 17:10 Material handling and warehousing 2 Room 138 - Chair: Katrien Ramaekers
Thursday 16:30 - 17:10 Routing and local search Room 130 - Chair: An Caris
Thursday 16:30 - 17:10 Traffic management Room 126 - Chair: Joris Walraevens
Thursday 16:30 - 17:10 Pharmaceutical supply chains Room 120 - Chair: Bart Smeulders
Friday 10:50 - 12:10 Optimization in health care Room 138 - Chair: Jeroen Beliën
Friday 10:50 - 12:10 Network design Room 130 - Chair: Jean-Sébastien Tancrez
Friday 10:50 - 12:10 Local search methodology Room 126 - Chair: Patrick De Causmaecker
Friday 10:50 - 12:10 ORBEL Award Room 120 - Chair: Frits Spieksma
Friday 13:00 - 14:00 Production and inventory management Room 138 - Chair: Tony Wauters
Friday 13:00 - 14:00 Logistics 4.0 Room 130 - Chair: Thierry Pironet
Friday 13:00 - 14:00 Data clustering Room 126 - Chair: Yves De Smet
Friday 13:00 - 14:00 Collective decision making Room 120 - Chair: Bernard De Baets
Friday 14:10 - 15:10 Sport scheduling Room 138 - Chair: Dries Goossens
Friday 14:10 - 15:10 Discrete choice modeling Room 130 - Chair: Virginie Lurkin
Friday 14:10 - 15:10 Data classification Room 126 - Chair: Ashwin Ittoo
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ORBEL - Conference chair: Prof. A. Arda -
Platform: Prof. M. Schyns.
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