Essays about: "Simulation Science"

Showing result 1 - 5 of 144 essays containing the words Simulation Science.

1. 1. An Empirical Survey of Bandits in an Industrial Recommender System Setting

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

3. 2. Web Interface for Systems Engineering DesignTools – A web application for facilitating the collaboration between business- and engineering teams

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Erik Berg; Oscar Hedenäs Bennet; William Hugo; Albin Karlsson Landgren; Isak Magnusson; David Salmo; [2023-03-03]
   Keywords : Value driven design; BPMN; Discrete event simulation; Web interface; System engineering design; ISO 15288; Python; React;

   Abstract : The interest in improving and optimising project planning and execution is currently large. The Value-Driven Design methodology of Systems Engineering aims to help with this through a focus on measuring value from early stages of projects. READ MORE

4. 3. Wildfire growth modelling in Sweden - a suitability assessment of available data

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Henrik Hagelin; [2023]
   Keywords : Geography; GIS; Geographic Information Science; Physical geography; Prometheus; WiSE-FASS; The 2014 Västmanland wildfire; Wildfire growth modelling; Wildfire suppression support; Wildfire behaviour; MESAN; Earth and Environmental Sciences;

   Abstract : Wildfires are worldwide problems that stress societies by damaging their economies and they cause serious, sometimes fatal, health implications among the populations. In recent years, the rate of wildfire occurrence has increased as the global average temperature has risen. Because of global climate change, this rate is expected to continue rising. READ MORE

5. 4. Optimizing course scheduling

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Victor Åström; [2023]
   Keywords : ;

   Abstract : Many Computer Science courses at Umeå University run at 50%-pace and students take two courses simultaneously. Lectures are held in one of four time-slots: Mondays and Thursdays or Tuesdays and Fridays, morning or afternoon. This results in four scheduling categories and courses from different categories can be taken together. READ MORE

6. 5. AI-Based Race StrategyAssistant and Car data Monitor

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Simon Pontin; [2023]
   Keywords : computer science; ai; race strategy; ai-based strategy; datateknik;

   Abstract : In the world of motorsport, it is not only the driver's skill that determines the outcome of a race. Race strategy and car setup are two main factors that determine if the driver is competitive or not. Thus, this project focuses on optimizing the strategy part. READ MORE