Sökning: "Constraint Optimization Problem"

Visar resultat 1 - 5 av 50 uppsatser innehållade orden Constraint Optimization Problem.

  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

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Signaler och system

    Författare :Oskar Falkeström; [2023]
    Nyckelord :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.;

    Sammanfattning : 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. LÄS MER

  3. 2. Adjoint optimization of a liquid-cooled heat sink

    Master-uppsats, KTH/Teknisk mekanik

    Författare :Roven Pinto; [2023]
    Nyckelord :Adjoint method; topology optimization; porosity; OpenFOAM;

    Sammanfattning : Improving the design of flow channels in a liquid-cooled heat sink is critical for boosting the capabilities of electronic components as well as reducing energy usage by the pump. This work explores the use of topology optimization to minimize the pressure difference across a heat sink and consequently, the energy used to supply the liquid. LÄS MER

  4. 3. Optimal Multi-Commodity Network Flow of Electric Vehicles with Charge Constraints

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Carl Kristian Gomér Torp; Simon Melander; [2023]
    Nyckelord :autonomous electric vehicles; multi-commodity network flow; optimal routing; traffic planning; charge constraints; linear optimization; mathematical modeling; graph theory;

    Sammanfattning : The focus of this thesis is to find, visualize and analyze the optimal flow of autonomous electric vehicles with charge constraints in urban traffic with respect to energy consumption. The traffic has been formulated as a static multi-commodity network flow problem, for which two different models have been implemented to handle the charge constraints. LÄS MER

  5. 4. Implementation of an Irregular Packaging Algorithm for Multi-Container

    Master-uppsats, Uppsala universitet/Industriell teknik

    Författare :Azad Fakhir Salih; [2023]
    Nyckelord :irregular packaging problem; genetic algorithm; bottom-left placement; polygon-based geometric representation; proximity-based strategies;

    Sammanfattning : This study introduces an innovative approach to address a complex, real-world packing problem experienced at Emerson Rosemount Tank Radar. The objectives of the study are manifold: primarily, the optimization of packing efficiency within specified geometric and box constraints, and secondarily, the fulfillment of specific packing objectives. LÄS MER

  7. 5. Effects of Design Space Discretization on Constraint Based Design Space Exploration

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Ludwig Karlsson; [2023]
    Nyckelord :Constraint programming; Design space exploration; Discretization; Multiresolutional analysis; Villkorsprogrammering; Designrymdsutforskning; Diskretisering; Multiupplösningsanalys;

    Sammanfattning : Design Space Exploration (DSE) is the exploration of a space of possible designs with the goal of finding some optimal design according to some constraints and criteria. Within embedded systems design, automated DSE in particular can allow the system designer to efficiently find good solutions in highly complex design spaces. LÄS MER