Essays about: "agent based modeling"

Showing result 1 - 5 of 48 essays containing the words agent based modeling.

1. 1. Activity Location Assignment Comparison Using Geospatial Landuse and Building Data in MATSim : A Multi-modal Transport Case Study of Stockholm

   University essay from KTH/Transportplanering

   Author : YU GAO; [2023]
   Keywords : Agent-based model; MATSim; Raster Data; Shapefile Data; OSM; GTFS;

   Abstract : Transport simulation models play a crucial role in transportation planning, design, and operations, allowing for the replication of various scenarios through the incorporation of real-world data and parameters. Recently, agent-based transport models have gained prominence for their ability to simulate intricate metropolitan transport systems. READ MORE

3. 2. A spatially explicit model of segregation dynamics : Comparing the Schelling and the Sakoda model

   University essay from Linköpings universitet/Institutet för analytisk sociologi, IAS

   Author : Philip Öberg; [2023]
   Keywords : residential segregation; agent-based modeling ABM ; social simulation; multi-dimensional measurement; multi-scale measurement;

   Abstract : The scientific consensus has for long been that residential segregation is best conceived of as a multidimensional phenomenon that can exist on several geographical scales (Massey & Denton, 1988; Lee et al., 2008; Reardon & O’Sullivan, 2004; Reardon et al., 2008). READ MORE

4. 3. Uncontrolled intersection coordination of the autonomous vehicle based on multi-agent reinforcement learning.

   University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

   Author : Isaac Arnold McSey; [2023]
   Keywords : Autonomous Vehicles AVs ; Road Safety; Fuel Efficiency; Business Dynamics; Intersections; Human-Driven Vehicles HDVs ; Pedestrians; Multi-Agent Reinforcement Learning MARL ; Multi-Agent Deep Deterministic Policy Gradient MADDPG ; Algorithmic Interactions; Uncontrolled Intersections; Global Insights; Safety Improvements; Comfort Improvements; Learning Process; Global Experiences; Complex Environments; Passenger Comfort; Navigation;

   Abstract : This study explores the application of multi-agent reinforcement learning (MARL) to enhance the decision-making, safety, and passenger comfort of Autonomous Vehicles (AVs)at uncontrolled intersections. The research aims to assess the potential of MARL in modeling multiple agents interacting within a shared environment, reflecting real-world situations where AVs interact with multiple actors. READ MORE

5. 4. The User Needs Of Agent-Based Modelling Experts : What Information Architecture reveals about ABM frameworks

   University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

   Author : Bertilla Fabris; [2023]
   Keywords : Agent-based Modelling; ABM; Usability; Information Architecture; Computer and Information Science; ABSS; Agent-based Social Simulation; Agent Based Modelling; Agent-Based Modeling; Agent Based Modeling;

   Abstract : Present-day Agent Based Modelling is used to simulate complex systems in which agents are explicitly heterogeneous. Researchers within the field of ABM have a set of tools at their disposal, yet little is known about the usability and learnability of these systems. READ MORE

6. 5. Does irrigation data matter in life cycle assessments?

   University essay from Lunds universitet/Centrum för miljö- och klimatvetenskap (CEC)

   Author : Olof Andersson; [2023]
   Keywords : Agent-Based Life cycle assessment; Arable grass rotation; Biofuel; Irrigation; Sensitivity analysis; Water footprint; Earth and Environmental Sciences;

   Abstract : Biofuels are seen as a key substitute for fossil fuels and an essential tool for mitigating climate change. A sensitivity analysis was conducted on the AB-LCA (agent-based life cycle assessment) made by Raül López i Losada and his research team. READ MORE