A GPU-based singular value decomposition algorithm

• Дата: 2023
• Автор: Sukharskyi, S.S.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: PROBLEMS IN PROGRAMMING 2023
• Теми: singular value decomposition; Householder algorithm; Givens algorithm; GPU computations; jCUDA; UDC 004.415.2
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/556
• Назва журналу: Problems in programming

In this research paper we present an implementation of a singular value decomposition algorithm designed specifically for the graphics processing unit. It consists of two parts: orthogonal matrix decomposition and matrix diagonalization. Presented an implementation of bidiagonalization algorithm whe...