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Showing result 1 - 5 of 101 swedish dissertations matching the above criteria.
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1. Computer Experiments Designed to Explore and Approximate Complex Deterministic Models
Abstract : Computer experiments are widely used to investigate how technical, economic, and ecological systems respond to changes in inputs or driving forces. This thesis is focused on design of computer experiments that can help us better understand the output from complex computer code models. READ MORE
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2. Predictive Modelling to Support Design and Manufacturing in Aerospace Engineering
Abstract : A crucial issue in the design of aircraft components is the evaluation of a large number of potential design alternatives. This evaluation involves too expensive procedures, consequently, it slows down the search for optimal design samples. READ MORE
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3. Optimization of truck tyres selection
Abstract : This thesis, which consists of an introduction and five appended papers, concerns the optimal selection of tyres for a variety of vehicle configurations as well as operating environments. The selection problem stems from a project cooperation between Chalmers University of Technology and Volvo Group Trucks Technology. READ MORE
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4. Metamodel based multi-objective optimization
Abstract : As a result of the increase in accessibility of computational resources and the increase in the power of the computers during the last two decades, designers are able to create computer models to simulate the behavior of a complex products. To address global competitiveness, companies are forced to optimize their designs and products. READ MORE
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5. Asymptotic Analysis of Machine Learning Models: Comparison Theorems and Universality
Abstract : The study of Machine Learning models in asymptotic regimes, has provided insight into many of the properties of ML models, but seemingly contradicts classical statistical wisdom. To solve this mystery, this thesis focuses on the analysis of models such as the LASSO and Random features regression, when the data points and model parameters grow infinite at constant ratios. READ MORE