Sökning: "Agent-based Modelling"

Visar resultat 1 - 5 av 9 uppsatser innehållade orden Agent-based Modelling.

  1. 1. A Spatially Explicit Agent-Based Model of Human-Resource Interaction on Easter Island

    Master-uppsats, KTH/Numerisk analys, NA

    Författare :Peter Steiglechner; [2020]
    Nyckelord :Agent-based modelling; applied mathematics; socio-economic modelling; Agentbaserad modellering; tillämpad matematik; socioekonomisk modellering;

    Sammanfattning : The history of Easter Island, with its cultural and ecological mysteries, has attracted the interests of archaeologists, anthropologists, ecologists, and economists alike. Despite the great scientific efforts, uncertainties in the available archaeological and palynological data leave a number of critical issues unsolved and open to debate. LÄS MER

  2. 2. Occupations under threat: Estimating the impact of automation on the Swedish labour market

    D-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Författare :Ludvig Holmér; [2020]
    Nyckelord :Labour market; Automation; Network theory; Computational economics; Agent based economics;

    Sammanfattning : Building upon research which estimates the risk of automation for different occupational categories labour market outcomes of workers switching occupation due to automation is estimated using a data driven occupational mobility model. Models of this kind are constructed using network theory, agent based modelling and, a large data set, and have proven to be useful in analysing flows in the labour market to understand aggregate phenomena such as the Beveridge curve. LÄS MER

  3. 3. 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

  4. 4. Modelling of bidding strategies on the day-ahead electricity market

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

    Författare :Arnau Risquez Martin; [2019]
    Nyckelord :;

    Sammanfattning : Electricity generation coming from variable renewable energy sources is and has beenincreasing significantly. Because of the unpredictability attached to their behavior, fossil fuelpower plants and other renewables have to offer a higher degree of flexibility compared to thepast. LÄS MER

  5. 5. 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