Browsing Brage HiM by Author "Hvattum, Lars Magnus"
Now showing items 1-20 of 53
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A heuristic approach to the three-dimensional bin packing problem with weight constraints
Sørset, Knut Olav Brathaug; Vikhagen, Andres Haugen (Master thesis, 2019) -
Adjusting the order crossover operator for capacitated vehicle routing problems
Hvattum, Lars Magnus (Peer reviewed; Journal article, 2022)The capacitated vehicle routing problem is a much studied combinatorial optimization problem, reflecting its practical importance within areas such as logistics. The problem is computationally intractable, and heuristics ... -
Allocating Farmed Fish to Customer Orders Using Multi-Objective Optimization
Molland, Even; Knudseth, Sunniva Haukvik (Master thesis, 2021) -
Analyzing passing networks in association football based on the difficulty, risk, and potential of passes
Wiig, Astrid Salte; Håland, Else Marie; Stålhane, Magnus; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2019)This paper investigates the use of network analysis to identify key players on teams, and patterns of passing within teams, in association football. Networks are constructed based on passes made between players, and ... -
An application of the multi-depot heterogeneous fixed fleet open vehicle routing problem
Husakou, Anatol; Hvattum, Lars Magnus; Danielsen, Ketil; Hoff, Arild (Peer reviewed; Journal article, 2020)This work describes an application of a multi-depot heterogeneous fixed fleet open vehicle routing problem. A contractor owns a fleet of vehicles with different capacities and running costs. The fleet is used to transport ... -
Combined emergency preparedness and operations for safe personnel transport to offshore locations
Brachner, Markus; Hvattum, Lars Magnus (Journal article; Peer reviewed, 2016)Long distances, sparse infrastructure, and adverse environmental conditions make the offshore emergency preparedness system in the High North a big and yet unsolved challenge. This applies in particular to the personnel ... -
Combining solutions of the optimum satisfiability problem using evolutionary tunneling
da Silva, Rodrigo Ferreira; Hvattum, Lars Magnus; Glover, Fred (Peer reviewed; Journal article, 2020)The optimum satisfiability problem involves determining values for Boolean vari- ables to satisfy a Boolean expression, while maximizing the sum of coefficients associated with the variables chosen to be true. Existing ... -
Comparing bottom-up and top-down ratings for individual soccer players
Hvattum, Lars Magnus; Gelade, Garry A. (Peer reviewed; Journal article, 2021)Correctly assessing the contributions of an individual player in a team sport is challenging. However, an ability to better evaluate each player can translate into improved team performance, through better recruitment or ... -
A comprehensive review of plus-minus ratings for evaluating individual players in team sports
Hvattum, Lars Magnus (Peer reviewed; Journal article, 2019)The increasing availability of data from sports events has led to many new directions of research, and sports analytics can play a role in making better decisions both within a club and at the level of an individual ... -
Cyclic Maritime Inventory Routing With Variable Time Horizon
Fjælberg, Simen Johan (Master thesis, 2023) -
Decision support for allocating farmed fish to customer orders using a bi-objective optimization model
Knudseth, Sunniva Haukvik; Molland, Even; Hoff, Arild; Hvattum, Lars Magnus; Oppen, Johan (Peer reviewed; Journal article, 2024)Aquaculture is an important industry in certain coastal areas. Focusing on farming of salmon and trout, an operational planning problem arises with the goal of allocating supply of fish to demand expressed through customer ... -
Delayed improvement local search
Amaral, Heber F.; Urrutia, Sebastián; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2021)Local search is a fundamental tool in the development of heuristic algorithms. A neighborhood operator takes a current solution and returns a set of similar solutions, denoted as neighbors. In best improvement local search, ... -
Developing a heuristic algorithm for classification of problems with binary attributes
Konovalenko, Anna (Master thesis, 2019) -
The double traveling salesman problem with multiple stacks and a choice of container types
Hvattum, Lars Magnus; Tirado, Gregorio; Felipe, Ángel (Peer reviewed; Journal article, 2020)The double traveling salesman problem with multiple stacks involves the transportation of goods between two regions. In one region, a vehicle carrying a container visits customers, where pallets of goods are loaded into ... -
Dynamic Inventory Routing Problem with Profit Maximization
Okoronkwo, Onyemaechi Linda; Okoronkwo, Edwin Chimezie (Master thesis, 2019) -
Evaluating passing ability in association football
Håland, Else Marie; Wiig, Astrid Salte; Stålhane, Magnus; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2020)In this paper, the passing ability of football players is determined by building three generalized additive mixed models that each explains a different aspect of a pass’ success: difficulty, risk and potential. The models ... -
Evaluating the effectiveness of different network flow motifs in association football
Håland, Else Marie; Wiig, Astrid Salte; Hvattum, Lars Magnus; Stålhane, Magnus (Peer reviewed; Journal article, 2020)In association football, a network flow motif describes how distinct players from a team are involved in a passing sequence. The flow motif encodes whether the same players appear several times in a passing sequence, and ... -
Exponential extrapolation memory for tabu search
Bentsen, Håkon; Hoff, Arild; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2022)Tabu search is a well-established metaheuristic framework for solving hard combinatorial optimization problems. At its core, the method uses different forms of memory to guide a local search through the solution space so ... -
Extended high dimensional indexing approach for reachability queries on very large graphs
da Silva, Rodrigo Ferreira; Urrutia, Sebastián; Hvattum, Lars Magnus (Peer reviewed; Journal article, 2021)Given a directed acyclic graph G = (V,A) and two vertices u, v ∈ V , the reachability problem is to answer if there is a path from u to v in the graph. In the context of very large graphs, with millions of vertices and a ... -
Guillotine cutting is asymptotically optimal for packing consecutive squares
Balogh, János; Dósa, György; Hvattum, Lars Magnus; Olaj, Tomas; Tuza, Zsolt (Peer reviewed; Journal article, 2022)More than half a century ago Martin Gardner popularized a question leading to the benchmark problem of determining the minimum side length of a square into which the squares of sizes 1, 2,..., n can be packed without ...