Essays about: "artificial bee colony algorithm"

Found 3 essays containing the words artificial bee colony algorithm.

  1. 1. A Bayesian Bee Colony Algorithm for Hyperparameter Tuning of Stochastic SNNs : A design, development, and proposal of a stochastic spiking neural network and associated tuner

    University essay from Uppsala universitet/Signaler och system

    Author : Oskar Falkeström; [2023]
    Keywords : edge computing; edge user allocation; constraint satisfaction problem; bin packing problem; spiking neural networks; SNN; stochastic spiking neural networks; neuromorphic computing; hyperparameter tuning; swarm intellience; artificial bee colony algorithm; tree-structured Parzen estimator; stochastic optimization; Bayesian optimization.;

    Abstract : With the world experiencing a rapid increase in the number of cloud devices, continuing to ensure high-quality connections requires a reimagining of cloud. One proponent, edge computing, consists of many distributed and close-to-consumer edge servers that are hired by the service providers. READ MORE

  3. 2. A comparative study of nature-inspired metaheuristic algorithms on sustainable road network planning

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Mohammed Luqman; [2022]
    Keywords : sustainable; road network; optimization; metaheuristic; global warming;

    Abstract : Global warming is a serious threat to the existence of human life on earth. Greenhouse gas emission is the major cause of global warming. Carbon dioxide is the major greenhouse gas emitted due to human activity. Road transport accounts for 15% of CO2 emissions worldwide. READ MORE

  4. 3. Implementation and Testing of Two Bee-Based Algorithms in Finite Element Model Updating

    University essay from KTH/Bro- och stålbyggnad

    Author : Roser Marrè Badalló; [2013]
    Keywords : Model Updating; Finite Bees Algorithm; Artificial Bee Colony;

    Abstract : Finite Element Model Updating has recently arisen as an issue of vast importance on the design, construction and maintenance of structures in civil engineering. Many algorithms have been proposed, developed and enhanced in order to accomplish the demands of the updating process, mainly to achieve computationally efficient programs and greater results. READ MORE