Essays about: "Particle Swarm"

Showing result 1 - 5 of 36 essays containing the words Particle Swarm.

  1. 1. Coordinated control for smart charging of EV fleet in solar powered building community

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Maciej Zalasa; [2021]
    Keywords : Smart charging; electrical vehicles; mathematical modelling; optimization;

    Abstract : Renewable energy integration is increasing – alongside it, the main limiting factors of such sources of energy have to be considered. Each source of energy comes with its unique sets of challenges, namely the way that the generation curves behave. These patterns should be considered, if photovoltaics can contribute at a larger rate to the grid. READ MORE

  2. 2. Equivalent Models for Hydropower Operation in Sweden

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Pandu Nugroho Prianto; [2021]
    Keywords : Equivalent model; Hydropower; Hydropower production; Particle Swarm Optimisation; Ekvivalenta modellen; Vattenkraft; vattenkraftens operation; Particle Swarm Optimisation;

    Abstract : Hydropower systems often contain complex river systems which cause the simulations and analyses of a hydropower operation to be computationally heavy. The complex river system is referred to as something called a Detailed model. By creating a simpler model, denoted the Equivalent model, the computational issue could be circumvented. READ MORE

  3. 3. Evaluation of hyperparameter optimization methods for Random Forest classifiers

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Rasmus Nygren; Aleks Petkov; [2021]
    Keywords : ;

    Abstract : In order to create a machine learning model, one is often tasked with selecting certain hyperparameters which configure the behavior of the model. The performance of the model can vary greatly depending on how these hyperparameters are selected, thus making it relevant to investigate the effects of hyperparameter optimization on the classification accuracy of a machine learning model. READ MORE

  4. 4. Self-Optimization of Camera Hardware

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Simon Kristoffersson Lind; Johannes Tykesson; [2021]
    Keywords : Optimization; Black-box optimization; Evolutionary; Bayesian; Simulated Annealing; DIRECT; Particle Swarm; Simplex; Technology and Engineering;

    Abstract : This thesis aims to investigate the automatic tuning of hardware parameters in a camera's image processing pipeline. In order to solve the tuning problem, it is formulated as a black-box optimization problem centered around a physical camera unit. Optimization is performed by comparing the camera's output to a reference image. READ MORE

  5. 5. Hyperparameter Optimization for Convolutional Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Clément Gousseau; [2020]
    Keywords : ;

    Abstract : Training algorithms for artificial neural networks depend on parameters called the hyperparameters. They can have a strong influence on the trained model but are often chosen manually with trial and error experiments. READ MORE