Essays about: "Categorical optimization"

Found 3 essays containing the words Categorical optimization.

  1. 1. Fair Partitioning of Procedurally Generated Game Maps for Grand Strategy Games

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Jens Ottander; [2022]
    Keywords : Procedural map generation; Constrained optimization; Categorical optimization; Multiobjective optimization; Genetic algorithms; NSGA-III; MOEA D-IEpsilon; Grand Strategy Games; Partitioning; Multiplayer Games;

    Abstract : Due to the high cost of manual content creation within the game development industry, methods for procedural generation of content such as game maps and levels have emerged. However, methods for generating game maps have remained relatively unexplored in competitive multiplayer contexts. READ MORE

  2. 2. Anomaly Detection in Categorical Data with Interpretable Machine Learning : A random forest approach to classify imbalanced data

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Ping Yan; [2019]
    Keywords : machine learning; decision tree; imbalanced data; anomaly detection; random forest; maskininlärning; beslut träd; obalanserat data; anomalitetsdetektering;

    Abstract : Metadata refers to "data about data", which contains information needed to understand theprocess of data collection. In this thesis, we investigate if metadata features can be usedto detect broken data and how a tree-based interpretable machine learning algorithm canbe used for an effective classification. The goal of this thesis is two-fold. READ MORE

  3. 3. GMO perceptions among Swedish stakeholders and their implication on the acceptance of a new biotechnological advancement

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Sanaz Habibi Shahbolaghi; [2018]
    Keywords : Sustainable Development; GMO; biotechnology; CRISPR; Reservations; Sweden.;

    Abstract : With the global population expected to reach more than 10 billion by the year 2050, one of the global challenges will be in meeting the growing food demand. Coupled with the effects of climate change on the environment, the world will need plant varieties that can adapt to changing environmental conditions to meet the food production challenge. READ MORE