Essays about: "Black-Box Optimization"
Showing result 1 - 5 of 29 essays containing the words Black-Box Optimization.
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1. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions
University essay from KTH/Matematik (Avd.)Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE
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2. Counterfactual and Causal Analysis for AI-based Modulation and Coding Scheme Selection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Artificial Intelligence (AI) has emerged as a transformative force in wireless communications, driving innovation to address the complex challenges faced by communication systems. In this context, the optimization of limited radio resources plays a crucial role, and one important aspect is the Modulation and Coding Scheme (MCS) selection. READ MORE
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3. Tracking Optimization in Agrivoltaic Systems : A Comparative Study for Apple Orchards
University essay from KTH/Skolan för industriell teknik och management (ITM)Abstract : Agrivoltaic (APV) systems, based on the co-location of solar panels and crops, are an innovative solution to land-use conflicts that often arise between agriculture and energy production. Their optimal functioning starts with efficient management and sharing of light between solar panels and underlying plants. READ MORE
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4. Minimizing initial margin requirements using computational optimization
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Trading contracts with future commitments requires posting a collateral, called initial margin requirement, to cover associated risks. Differences in estimating those risks and varying risk appetites can however lead to identical contracts having different initial margin requirements at different market places. READ MORE
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5. Costly Black-Box Optimization with GTperform at Siemens Industrial Turbomachinery
University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakultetenAbstract : The simulation program GTperform is used to estimate the machine settings from performance measurements for the gas turbine model STG-800 at Siemens Industrial Turbomachinery in Finspång, Sweden. By evaluating different settings within the program, the engineers try to estimate the one that generatesthe performance measurement. READ MORE