مشخصات پژوهش

صفحه نخست /A New Iterative Method to ...
عنوان A New Iterative Method to Find Polar Decomposition
نوع پژوهش مقاله چاپ‌شده در مجلات علمی
کلیدواژه‌ها Polar decomposition · Iterative method · Fourth-order convergent · Matrix multiplications
چکیده In this paper, we present a novel and eicient iterative approach for computing the polar decomposition of rectangular (or square) complex (or real) matrices. The method proposed herein entails four matrix multiplications in each iteration, efectively circumventing the need for matrix inversions. We substantiate that this method exhibits fourth-order convergence. To illustrate its eicacy relative to alternative techniques, we conduct numerical experiments using randomly generated matrices of dimensions n × n , where n assumes values of 80, 90, 100, 120, 150, 180, and 200. Through two illustrative examples, we provide numerical results. We gauge the performance of diferent methods by calculating essential metrics based on ten matrices for each dimension. These metrics include the average iteration count, the average total matrix multiplication count, the average precision, and the average execution time. Through meticulous comparison, our newly devised method
پژوهشگران سلمان شیخی (نفر اول)، حمید اسمعیلی (نفر دوم)