Essays about: "Particle Swarm"
Showing result 11 - 15 of 50 essays containing the words Particle Swarm.
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11. Computing Equivalent hydropower models in Sweden using inflow clustering
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : To simulate a hydropower system, one can use what is known as a Detailed model. However, due to the complexity of river systems, this is often a computationally heavy task. Equivalent models, which aim to reproduce the result of a Detailed model, are used to significantly reduce the computation time for these simulations. READ MORE
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12. Active Learning for Solving Expensive Optimization Problems
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Many practical engineering and computer science problems can be translated into a global otimization problem where the task is to find the best (optimal) vector 𝒙𝒙∗ that gives the smallest possible function value 𝑓𝑓 = 𝑓𝑓(𝒙𝒙∗) for some function 𝑓𝑓() of interest. Often the function 𝑓𝑓() is expensive in the sense that it cannot be easily evaluated computationally or experimentally in terms of time and/or resources required. READ MORE
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13. A comparative study of nature-inspired metaheuristic algorithms on sustainable road network planning
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Global warming is a serious threat to the existence of human life on earth. Greenhouse gas emission is the major cause of global warming. Carbon dioxide is the major greenhouse gas emitted due to human activity. Road transport accounts for 15% of CO2 emissions worldwide. READ MORE
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14. Edge Case searching for Autonomous Vehicles
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : In this thesis, a method that generates critical situations for autonomous vehicles with fewer resources was investigated. To produce these key examples, the strategy in this thesis explores optimization and reinforcement learning. These key examples are defined as Edge cases; these cases are situations on the border between safe and unsafe. READ MORE
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15. Parameter estimation in a cardiovascular computational model using numerical optimization : Patient simulation, searching for a digital twin
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Developing models of the cardiovascular system that simulates the dynamic behavior of a virtual patient’s condition is fundamental in the medical domain for predictive outcome and hypothesis generation. These models are usually described through Ordinary Differential Equation (ODE). READ MORE
