Sökning: "Evolutionary Computation"
Visar resultat 1 - 5 av 8 uppsatser innehållade orden Evolutionary Computation.
1. Capacitated Multi Depot Green Vehicle Routing for Transporting End-of-Life electrical waste : A practical study on environmental and social sustainability within the field of CMDGVRP with heterogeneous fleets
Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologiSammanfattning : A comprehensive study is presented of the Capacitated Multi DepotGreen Vehicle Routing Problem (CMDGVRP) applied to a heterogeneous fleet of electronic waste collecting vehicles with two objectives: to reduce the total fuel consumption of the vehicles (environmental sustainability) and to limit the continuous drive-time of the drivers (social sustainability). Research has been limited from this aspect, and in this study, the focus is on the practical application of pickup and delivery of electronic waste. LÄS MER
2. Symbolic Regression using Genetic Programming Leveraging Neural Information Processing
Master-uppsats, Lunds universitet/Matematik LTHSammanfattning : Regression analysis conducted with traditional mathematical methods can be sub-optimal if the exact model of the observed data is unknown. Evolutionary computing (EC) and deep learning (DL) are viable alternatives, since regression performed with these methods tends to be less dependent on a particular model. LÄS MER
3. Evolving Text Classifier Using Genetic Programming
Master-uppsats, Lunds universitet/Avdelningen för Biomedicinsk teknikSammanfattning : Text classification is one of the main tasks within the field of natural language processing, which has been growing significantly during the last decade with applications in different industries. Despite different approaches to text classification showing good results, such as Machine Learning and Deep Learning, their shortcomings give substance to the need for further research on other approaches. LÄS MER
4. Scaling the Evolution of Artificial Neural Networks in the Cloud
Master-uppsats, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : Deep Learning is one technique within the field of Machine Learning which is able to solve tasks such as Image Classification or Natural Language Processing. With its recent success, Deep Learning and therefore Artificial Neural Networks receive a high exposure. LÄS MER
5. Evolutionary Computation in Continuous Optimization and Machine Learning
Kandidat-uppsats, Mälardalens högskola/Akademin för innovation, design och teknikSammanfattning : Evolutionary computation is a field which uses natural computational processes to optimize mathematical and industrial problems. Differential Evolution, Particle Swarm Optimization and Estimation of Distribution Algorithm are some of the newer emerging varieties which have attracted great interest among researchers. LÄS MER