Essays about: "Differential Evolution Optimization"

Showing result 1 - 5 of 13 essays containing the words Differential Evolution Optimization.

1. 1. Evolutionary Belief Rule based Explainable AI to Predict Air Pollution

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Sharif Noor Zisad; [2023]
   Keywords : Explainable AI; Explainability; Transparency; Belief Rule Based Expert System; Evolutionary Algorithm; Deep Learning;

   Abstract : This thesis presents a novel approach to make Artificial Intelligence (AI) more explainable by using a Belief Rule Based Expert System (BRBES). A BRBES is a type of expert system that can handle both qualitative and quantitative information under uncertainty and incompleteness by using if-then rules with belief degrees. READ MORE

3. 2. Price policy estimation for Demand Response of heat-pump-based loads

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Carlos Eduardo Gil Simancas; [2023]
   Keywords : Differential Evolution; Electricity Grids; Flexibility Services; Heat-pumps; Heterogeneous Loads; Implicit Demand Response; Optimization; Differentiell utveckling; elnät; flexibilitetstjänster; heterogena belastningar; implicit efterfrågesvar; optimering; värmepump;

   Abstract : The electricity grids have become a key player in the society. An increased usage of electricity is both a result from the more electrified society, but also as a main solver in reaching the climate goals by reducing emissions. READ MORE

4. 3. Minimizing initial margin requirements using computational optimization

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Jacob Ahlman Bohm; [2023]
   Keywords : optimization; initial margin; simulated annealing; particle swarm optimization; differential evolution;

   Abstract : 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

5. 4. Wide-Angle Radome Design for Low-Cost Additive Manufacturing

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Martin Fajerberg; Mattias Nylander; [2022]
   Keywords : Radar; Radome; A-Sandwich; B-Sandwich; Multilayer; Polarization; Angle of Incidence; Finite Element Method; Differential Evolution Optimization; Transmission Line Theory; Honeycomb; Additive Manufacturing; Electromagnetic Theory; Technology and Engineering;

   Abstract : The radome, a portmanteau of the words radar and dome, is a protective dielectric cover to protect a radar from its surrounding environment. The surrounding environment can be rain, wind, sand, dust and whatever else that might harm the radar. READ MORE

6. 5. A comparative study of nature-inspired metaheuristic algorithms on sustainable road network planning

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Mohammed Luqman; [2022]
   Keywords : sustainable; road network; optimization; metaheuristic; global warming;

   Abstract : 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