Sökning: "optimization"

Visar resultat 16 - 20 av 4922 uppsatser innehållade ordet optimization.

  1. 16. Evaluation of Deep Q-Learning Applied to City Environment Autonomous Driving

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

    Författare :Jonas Wedén; [2024]
    Nyckelord :Machine Learning; ML; Reinforcement Learning; RL; Neural Network; Deep Learning; Autonomous Vehicle; Vehicle; CARLA; Convolutional Neural Network; CNN; Precisit; Q-learning; Deep Q-learning; DQN;

    Sammanfattning : This project’s goal was to assess both the challenges of implementing the Deep Q-Learning algorithm to create an autonomous car in the CARLA simulator, and the driving performance of the resulting model. An agent was trained to follow waypoints based on two main approaches. LÄS MER

  3. 17. Deep reinforcement learning for automated building climate control

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Erik Snällfot; Martin Hörnberg; [2024]
    Nyckelord :Machine Learning; Reinforcement Learning; Deep Learning; Deep Reinforcement Learning; Building Control; Control System;

    Sammanfattning : The building sector is the single largest contributor to greenhouse gas emissions, making it a natural focal point for reducing energy consumption. More efficient use of energy is also becoming increasingly important for property managers as global energy prices are skyrocketing. LÄS MER

  4. 18. Logistikoptimering med 3PL-Integration

    Kandidat-uppsats, Högskolan Väst/Institutionen för ingenjörsvetenskap

    Författare :Adam M. Seraj; [2024]
    Nyckelord :Logistics Optimization; Cost-effectiveness; Third-party Logistics; Economic Analysis; Logistikoptimering; Kostnadseffektivitet; Tredjepartslogistik; Ekonomisk analys;

    Sammanfattning :  Bakgrund – Essity, en framstående aktör inom hygien- och hälsobranschen, står inför utmaningar gällande logistikflödet för konsumentprodukter från produktionsanläggningen i Lilla Edet till kunder i Danmark. Den nuvarande logistikprocessen involverar intern transport med egna lastbilar till externa lager. LÄS MER

  5. 19. Predicting Navigational Patterns in Web Applications using Machine Learning Techniques

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

    Författare :Patric Balan; Gustav Jönemo; [2024]
    Nyckelord :Technology and Engineering;

    Sammanfattning : In large corporations, customer support is a costly service, and an area of constant optimization. Solutions to increase efficiency and decrease bottlenecks are constantly needed. LÄS MER

  7. 20. A Novel Method for Measuring Low Energy Excitations with BLS

    L3-uppsats, Uppsala universitet/Materialfysik

    Författare :Christopher Borchert; [2024]
    Nyckelord :;

    Sammanfattning : This report presents the work done on an optical setup combining Raman and BLS spectroscopy and discusses the achieved improvements of the system. After some general optimization and minor redesigning, a new alternative beam path was implemented. LÄS MER