Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"High-dimensional Problem"”.
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Efficient Merging and Decomposition Variants of Cooperative Particle Swarm Optimization for Large Scale Problems
For large-scale optimization problems (LSOPs), an increased problem size reduces performance by both increasing the landscape complexity, as well as exponentially increasing the search space size. These contributing factors make up the "curse of dimensionality", which is addressed either by …
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Bayesian Methods for Mineral Processing Operations
… make separating signal from noise difficult, while high process complexity and the multi-component nature of a feedstock can make testwork, optimization, and process simulation difficult or infeasible. A prime example of such a scenario is the recovery and separation of rare earth elements (REEs) and …
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Developing physics-informed machine learning models for complex engineering systems design
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-08-01