• Multi-objective sustainable location-districting for the collection of municipal solid waste : two case studies 

      Darmian, Sobhan Mostafayi; Moazzeni, Sahar; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2020)
      This paper presents a multi-objective location-districting optimization model for sustainable collection of municipal solid waste, motivated by strategic waste management decisions in Iran. The model aims to design an ...
    • New benchmark instances for the inventory routing problem 

      Skålnes, Jørgen; Ben Ahmed, Mohamed; Hvattum, Lars Magnus; Stålhane, Magnus (Peer reviewed; Journal article, 2024)
      The existing sets of benchmark instances for the inventory routing problem (IRP) have been beneficial for investigating and illustrating the properties of the problem. However, they possess certain features and design ...
    • Offensive and defensive plus-minus player ratings for soccer 

      Hvattum, Lars Magnus (Peer reviewed; Journal article, 2020)
      Rating systems play an important part in professional sports, for example, as a source of entertainment for fans, by influencing decisions regarding tournament seedings, by acting as qualification criteria, or as decision ...
    • On the relationship between +/- ratings and event-level performance statistics 

      Gelade, Garry; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2020)
      This work considers the challenge of identifying and properly assessing the contribution of a single player towards the performance of a team. In particular, we study the use of advanced plus-minus ratings for individual ...
    • Ordinal versus nominal regression models and the problem of correctly predicting draws in soccer 

      Hvattum, Lars Magnus (Peer reviewed; Journal article, 2017)
      Ordinal regression models are frequently used in academic literature to model outcomes of soccer matches, and seem to be preferred over nominal models. One reason is that, obviously, there is a natural hierarchy of outcomes, ...
    • Predicting match outcomes in association football using team ratings and player ratings 

      Arntzen, Halvard; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2021)
      The main goal of this article is to compare the performance of team ratings and individual player ratings when trying to forecast match outcomes in association football. The well-known Elo rating system is used to calculate ...
    • RescUSim and IPython : an environment for offshore emergency preparedness planning 

      Brachner, Markus; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2016)
      Emergency preparedness is crucial for oil and gas operators. While accidents in this industry are commonly connected to oil spill disasters, helicopter accidents are, in terms of incidence rates, a more grave concern in ...
    • Robust optimization for a maritime inventory routing problem 

      Agra, Agostinho; Christiansen, Marielle; Hvattum, Lars Magnus; Rodrigues, Filipe (Peer reviewed; Journal article, 2018)
      We consider a single product maritime inventory routing problem in which the production and consumption rates are constant over the planning horizon. The problem involves a heterogeneous fleet and multiple production and ...
    • Scheduling of maintenance tasks and routing of a joint vessel fleet for multiple offshore wind farms 

      Raknes, Nora Tangen; Ødeskaug, Katrine; Stålhane, Magnus; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2017)
      Maintenance costs related to offshore wind farms are severely limiting their potential for being profitable. This paper proposes a new mathematical model that considers how maintenance tasks should be scheduled and performed ...
    • The value of integrated planning for production, inventory, and routing decisions : a systematic review and meta-analysis 

      Hrabec, Dušan; Hvattum, Lars Magnus; Hoff, Arild (Peer reviewed; Journal article, 2022)
      This paper presents a comparison of sequential and integrated planning for the production routing problem, in which production, inventory, and routing decisions must be made. The aim is to estimate the expected value of ...
    • Variable neighborhood search for binary integer programming problems 

      Bentsen, Håkon; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2022)
      General solvers exist for several types of optimisation problems, with the commercially available solvers for mixed integer programming (MIP) being a prime example. Although binary integer programming (BIP) can be used to ...
    • Vessel Fleet Optimization for Maintenance Operations at Offshore Wind Farms under Uncertainty 

      Stålhane, Magnus; Vefsnmo, Hanne; Halvorsen-Weare, Elin Espeland; Hvattum, Lars Magnus; Nonås, Lars Magne (Peer reviewed; Journal article, 2016)
      In this paper we consider the problem of determining the optimal fleet size and mix of vessels to support maintenance activities at offshore wind farms. A two-stage stochastic programming model is proposed where uncertainty ...
    • Weighted proximity search 

      Rodrigues, Filipe; Agra, Agostinho; Hvattum, Lars Magnus; Requejo, Cristina (Peer reviewed; Journal article, 2021)
      Proximity search is an iterative method to solve complex mathematical programming problems. At each iteration, the objective function of the problem at hand is replaced by the Hamming distance function to a given solution, ...