Improved LU decomposition by exploiting structures in banded systems in model predictive control

• المؤلف الرئيسي: Geng, Shiyu
• مؤلفون آخرون: Ling Keck Voon
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Mathematical Sciences; Banded matrix
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181808

In large-scale control and simulation problems, efficient solutions for sparse matrices are crucial. Traditional methods, like direct LU decomposition, become computationally costly, particularly when matrix size increase, limiting their effectiveness in applications involving rapid computations. Th...