Sökning: "genetic algorithm"

Visar resultat 16 - 20 av 283 uppsatser innehållade orden genetic algorithm.

  1. 16. Automatic icon placement approach for improved association & walkability on city wayfinding maps

    Master-uppsats, Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Författare :Sofia Apostolidou; [2023]
    Nyckelord :Physical Geography; Ecosystem Analysis; Cartography; Icon placement; High density; City wayfinding maps; Quality metrics; Association; Disturbance; Legibility; Cartographic guidelines; Grid algorithm; Evaluation; Multi-objective optimization; NSGA-II; Pareto front; Walkability; Geomatics; Earth and Environmental Sciences;

    Sammanfattning : With the evolution of cartography from hand-drawn to digital maps, the task of icon placement has become increasingly complex. Nowadays there is a need to automate this process to produce high quality results in less time. LÄS MER

  3. 17. Feature Selection for Sensor Failure Detection in Manufacturing Environment

    Kandidat-uppsats, Mälardalens universitet/Akademin för innovation, design och teknik

    Författare :Victor Knutmejer; Hannes Elfving; [2023]
    Nyckelord :AI; Artificiell Intelligens; Maskininlärning; Feature Selection;

    Sammanfattning : Automated manufacturing environments often benefit greatly from the ability to detect patterns that deviate from expected behavior. Anomaly Detection (AD) is vital in automated manufacturing to mitigate risks such as production delays, defects, and safety hazards, ensuring smooth operations and optimal productivity. LÄS MER

  4. 18. Design and control of EV based peer-to-peer energy sharing framework for improving energy performances of building communities

    Master-uppsats, Högskolan Dalarna/Institutionen för information och teknik

    Författare :Anthony Board; [2023]
    Nyckelord :C2C; Photovoltaic; Location Coordinated Control; Energy Storage; Electric Vehicle; Power Balance; Peak Reduction; Self-Consumption;

    Sammanfattning : Electric vehicles, which have both energy storage capability and mobility capability, can provide a new solution for electricity sharing between different building communities (i.e., a group of buildings connected with a microgrid). This comes to the community-to-community (C2C) energy sharing network. LÄS MER

  5. 19. Automated Image Pre-Processing for Optimized Text Extraction Using Reinforcement Learning and Genetic Algorithms

    Kandidat-uppsats,

    Författare :Rahmat Rohoullah; Månsson Joakim; [2023]
    Nyckelord :BRISK; YOLO; Reinforcement learning; Evolutionary algorithm; OCR; Image pre-processing; Computer vision; BRISK; YOLO; Förstärkningslärning; Evolutionär algorithm; OCR; Bildförbehandling; Datorseende;

    Sammanfattning : This project aims to develop an automated image pre-processing chain to extract valuable information from appliance labels before recycling. The primary goal is to improve optical character recognition accuracy by addressing noise issues using reinforcement learning and an evolutionary algorithm. LÄS MER

  7. 20. 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