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.
Results
Showing 1 to 4 of 4 for “"Quadratic programming (QP) problem."”.
-
Support Vector Machine algorithms : analysis and applications
… as a learning technique to attack classification problems. The goal of my thesis work is to improve computational algorithms as well as the mathematical understanding of SVMs, so that they can be easily applied to real problems. SVMs solve classification problems by learning from training …
-
Advanced topics in multi-label learning
… However, CC suffers from three important problems: Does the label order affect the performance of CC? Is there any globally optimal classifier chain which can achieve the optimal prediction performance for CC? If yes, how can the globally optimal classifier chain be found? It is …
-
Power Estimation for High-Performance Lithium-Ion Batteries
… is the high computational cost to solve the Quadratic Programming (QP) problem formulated within the MPC framework. This research expands upon the literature by proposing an alternative objective function for the QP problem, which reduced the computational cost enabling the real-time …
-
Eye detection using discriminatory features and an efficient support vector machine
… of these discriminatory features on the problem of eye detection. This dissertation further proposes two discriminatory feature extraction (DFE) methods for eye detection. The first DFE method, discriminant component analysis (DCA), improves upon the popular principal component analysis …