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 2 of 2 for “"expensive black-box optimization"”.
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Proposing effective coordinate search methods for solving large-scale expensive black-box optimization problems
In engineering and science, optimization plays a vital role in many real-world applications. In this work, several novel optimization algorithms based on Coordinate Search (CS) algorithm are proposed. CS is a gradient-free technique and we have enhanced them for solving Black-box, non-convex, and …
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Learning-accelerated algorithms for simulation and optimization
Simulation and optimization are fundamental building blocks for many computational methods in science and engineering. In this work, we explore the use of machine learning techniques to accelerate compute-intensive tasks in both simulation and optimization. Specifically, two algorithms are …