Sökning: "Agent-based Modelling"

Visar resultat 1 - 5 av 10 uppsatser innehållade orden Agent-based Modelling.

  1. 1. Automating synthetic trip data generation for an agent-based simulation of urban mobility

    Master-uppsats, Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Författare :Paul Dos Santos; [2019]
    Nyckelord :Geography; GIS; Agent-based Modelling; Simulation Science; Network Modelling; Simulation of Urban Mobility; Emissions; Environmental Modelling; Earth and Environmental Sciences; Technology and Engineering;

    Sammanfattning : This paper explores the use of an automated pipeline to construct synthetic (artificially derived) trip data from aggregate socio-demographic sources to build a simulation of individual vehicles interacting with one another. The study shows that quality data sources are required in order to do this effectively and accurately. LÄS MER

  2. 2. Simulating market maker behaviour using Deep Reinforcement Learning to understand market microstructure

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Elwin Marcus; [2018]
    Nyckelord :Deep Reinforcement Learning; Machine Learning; Market Microstructure; Market Maker; Financial Agent; Agent Based Modelling; Financial Artificial Markets; Complex Systems; Algorithmic Trading; Tensorforce; keras-RL; PPO; DQN; Dealer Market; Limit Order book;

    Sammanfattning : Market microstructure studies the process of exchanging assets underexplicit trading rules. With algorithmic trading and high-frequencytrading, modern financial markets have seen profound changes in marketmicrostructure in the last 5 to 10 years. LÄS MER

  3. 3. Dynamisk simulering för att förbättra hanteringen av järnvägsstörningar

    Master-uppsats, Lunds universitet/Riskhantering (CI); Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Författare :Ove Hagelstedt; [2015]
    Nyckelord :Dynamic simulation; system dynamics; discrete event simulation; agent based modelling; risk management; disruption management; railway; rail disruptions; anylogic; Dynamisk simulering; systemdynamik; diskret händelsestyrd simulering; agentbaserad simulering; riskhantering; personpåkörning; kontaktledningsbrott; järnvägsstörningar; Technology and Engineering;

    Sammanfattning : Within the Swedish rail network, maximum track capacity is reached on multiple sections with costly delays as a result. Therefore minimizing the time a train is stationary after a disruption such as overhead line damage or suicide is important. LÄS MER

  4. 4. A Simplified Agent Based Model of a Sinks and Faucets Resource Economy, Using a blind commitment market

    H-uppsats, Chalmers tekniska högskola/Institutionen för energi och miljö

    Författare :Anton Dalsmo; [2014]
    Nyckelord :;

    Sammanfattning : This masters thesis seeks to model a simple financial system by using an agent basedmodel. It seeks to do this by constructing an as simple as possible market and agentdynamic. To do this the blind commitment market is introduced and the general modelconstructed around this. LÄS MER

  5. 5. Multi-Agent Simulation to Study Sustainable Travel Behaviors in Stockholm County

    Master-uppsats, KTH/Geodesi och geoinformatik

    Författare :CAN YANG; [2014]
    Nyckelord :Agent based modelling; sustainable development; travel behavior modelling;

    Sammanfattning :  In this master thesis, multiagent simulation was implemented with MATSim to study the change would take place on travel behaviors in Stockholm County when all residents travel in a sustainable way under a predefined emission limit. In this multiagent simulation, individual person was simulated as agent with attributes, daily travel plans and behaviors. LÄS MER