Essays about: "Genetisk Programmering"

Showing result 1 - 5 of 10 essays containing the words Genetisk Programmering.

  1. 1. Analyzing the performance of active learning strategies on machine learning problems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Vendela Werner; [2023]
    Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

    Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

  3. 2. Using Quality Diversity in Genetic Programming to Improve Automatic Learning of Behaviour Trees

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

    Author : Alexander Willemsen; [2023]
    Keywords : Behaviour Trees; Genetic Programming; Quality Diversity; Gedragsbomen; Genetische Programmering; Kwaliteitsdiversiteit; Beteendeträd; Genetisk Programmering; Kvalitetsmångfald;

    Abstract : One of the main purposes of the fields of Robotics and Artificial Intelligence is to develop solutions that can autonomously solve problems. An important part of this is synthesising behaviours of robots. Behaviour Trees are a tree structure that enables combining existing lower level behaviours into a high level behaviour through task switching. READ MORE

  4. 3. Avoiding local minima with Genetic programming of Behavior Trees

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

    Author : Zhanpeng Xie; [2022]
    Keywords : Genetic Programming; Behavior Trees; Optimization; Autonomous Agents; Simulation; Genetiskprogrammering; beteendeträd; optimering; autonomaagenter; simulering;

    Abstract : Behavior Trees (BTs) are a reactive policy representation that has gained popularity in recent years, especially in the robotics domain. Among the learning methods for BTs, Genetic Programming (GP) is an effective method for learning a good BT. One drawback of GP is that it is likely to get stuck in local minima. READ MORE

  5. 4. Parametric optimization of reinforced concrete slabs subjected to punching shear

    University essay from KTH/Betongbyggnad

    Author : Sofia Thuresson; [2020]
    Keywords : Parametric design; Optimization; Punching shear; Concrete; Flat slab; Eurocode 2; Shear reinforcement; Genetic algorithm; Visual programming; Dynamo.; Parametrisk design; Optimering; Genomstansning; Betong; Pelardäck; Eurocode 2; Tvärkraftsarmering; Genetisk algoritm; Visuell programmering; Dynamo.;

    Abstract : The construction industry is currently developing and evolving towards more automated and optimized processes in the project design phase. One reason for this development is that computational power is becoming a more precise and accessible tool and its applications are multiplying daily. READ MORE

  6. 5. Evolving Text Classifier Using Genetic Programming

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Hoang Ngo; Ema Eminagic; [2020]
    Keywords : genetic programming; evolutionary algorithm; evolutionary computation; text classification; n-grams; natural language processing; Technology and Engineering;

    Abstract : Text classification is one of the main tasks within the field of natural language processing, which has been growing significantly during the last decade with applications in different industries. Despite different approaches to text classification showing good results, such as Machine Learning and Deep Learning, their shortcomings give substance to the need for further research on other approaches. READ MORE