Essays about: "The linear model"

Showing result 21 - 25 of 2239 essays containing the words The linear model.

  1. 21. Long-term Forecasting Heat Use in Sweden's Residential Sector using Genetic Algorithms and Neural Network

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Alireza Momtaz; Mohammad Befkin; [2024]
    Keywords : Genetic Algorithm; Neural Network; Forecasting; Heat Use;

    Abstract : In this study, the parameters of population, gross domestic product (GDP), heat price, U-value, and temperature have been used to predict heat consumption for Sweden till 2050. It should be noted that the heat consumption has been considered for multi-family houses. Most multi-family houses (MFH) get their primary heat from district heating (DH). READ MORE

  3. 22. Ensuring safe docking maneuvers on floating platform using Nonlinear Model Predictive Control (NMPC)

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

    Author : Federico Gatti; [2024]
    Keywords : Robotics; Space Engineering; Docking Maneuvers; Floating Platforms; Nonlinear MPC; MPC; Barrier function; PWM;

    Abstract : Docking maneuvers are a relevant part of the modern space mission, requiring precision and safety to ensure the success of the overall mission. This thesis proposes using a non-linear Model Predictive Control (MPC) as a controller with various constraints to ensure safe docking maneuvers for a satellite. READ MORE

  4. 23. Investigating Non-Linear Exchange Rate Pass-Through in Sweden: Estimates from a Logistic Smooth Transition Vector Autoregressive Model

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Gabriella Linderoth; Malte Meuller; [2024]
    Keywords : Exchange Rate Pass-Through; Sweden; Inflation; Non-Linear; Logistic Smooth Transition Vector Autoregressive;

    Abstract : This paper provides novel estimations of a non-linear exchange rate pass-through dependent on inflation for Sweden using a logistic smooth transition vector autoregressive model. The model enables smooth transitions between high and low inflation regimes, mirroring the dynamics of the economy and capturing regime-specific effects. READ MORE

  5. 24. Regularization Methods and High Dimensional Data: A Comparative Study Based on Frequentist and Bayesian Methods

    University essay from Lunds universitet/Statistiska institutionen

    Author : Markus Gerholm; Johan Sörstadius; [2024]
    Keywords : Linear regression; high dimensional data; regularization; Bayesian methods; Mathematics and Statistics;

    Abstract : As the amount of high dimensional data becomes increasingly accessible and common, the need for reliable methods to combat problems such as overfitting and multicollinearity increases. Models need to be able to manage large data sets where predictor variables often outnumber the amount of observations. READ MORE

  6. 25. SeqLTL and ωLTL

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

    Author : Oskar Grekula; [2023-10-19]
    Keywords : Linear Temporal Logic; Co-safety LTL; Tight Witness; Compositional;

    Abstract : Linear Temporal Logic (LTL) is worthwhile for its applications in, among others, model checking, runtime verification and reactive synthesis. However, many useful properties are not expressible in LTL, or not in a natural way. READ MORE