


{"id":188162,"date":"2021-08-07T20:25:01","date_gmt":"2021-08-07T20:25:01","guid":{"rendered":"\/forum\/forums\/reply\/188162\/"},"modified":"2021-08-07T20:27:22","modified_gmt":"2021-08-07T20:27:22","slug":"188162","status":"publish","type":"reply","link":"https:\/\/innovationspace.ansys.com\/forum\/forums\/reply\/188162\/","title":{"rendered":"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not?"},"content":{"rendered":"<p>There are two levels of iteration when an iterative solver is working on a nonlinear problem.  To avoid confusion, let&#8217;s call the iterative solver the PRECONDITIONED CONJUGATE GRADIENT SOLVER (PCG)<br \/>\nBoth direct and PCG solvers can compute a nonlinear analysis. Nonlinear means that the stiffness matrix equation is solved once, then a convergence evaluation is made to decide if the nonlinear system has converged. If not another solution of the stiffness matrix equation is made with updated values. Each time the stiffness matrix is solved, that is called an iteration.  After an iteration meets the convergence criteria, that is called a substep and the load is incremented and the next substep can begin with the first iteration.<br \/>\nAs you note, the direct solver, also called the SPARSE SOLVER, uses LU decomposition to solve the stiffness matrix equation.<br \/>\nThe PCG solver uses an iterative algorithm to solve the stiffness matrix equation. In a linear analysis, that is done once. In a nonlinear analysis, that is done for every dot on the N-R Convergence plot (every nonlinear iteration).<\/p>\n","protected":false},"template":"","class_list":["post-188162","reply","type-reply","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"There are two levels of iteration when an iterative solver is working on a nonlinear problem. To avoid confusion, let&#039;s call the iterative solver the PRECONDITIONED CONJUGATE GRADIENT SOLVER (PCG) Both direct and PCG solvers can compute a nonlinear analysis. Nonlinear means that the stiffness matrix equation is solved once, then a convergence evaluation is\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/innovationspace.ansys.com\/forum\/forums\/reply\/188162\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Ansys Learning Forum | Ansys Innovation Space\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not? | Ansys Learning Forum\" \/>\n\t\t<meta property=\"og:description\" content=\"There are two levels of iteration when an iterative solver is working on a nonlinear problem. To avoid confusion, let&#039;s call the iterative solver the PRECONDITIONED CONJUGATE GRADIENT SOLVER (PCG) Both direct and PCG solvers can compute a nonlinear analysis. Nonlinear means that the stiffness matrix equation is solved once, then a convergence evaluation is\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/innovationspace.ansys.com\/forum\/forums\/reply\/188162\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2021-08-07T20:25:01+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2021-08-07T20:27:22+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not? | Ansys Learning Forum\" \/>\n\t\t<meta name=\"twitter:description\" content=\"There are two levels of iteration when an iterative solver is working on a nonlinear problem. To avoid confusion, let&#039;s call the iterative solver the PRECONDITIONED CONJUGATE GRADIENT SOLVER (PCG) Both direct and PCG solvers can compute a nonlinear analysis. Nonlinear means that the stiffness matrix equation is solved once, then a convergence evaluation is\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/forums\\\/reply\\\/188162\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/forums\\\/reply\\\/188162\\\/#listItem\",\"name\":\"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not?\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/forums\\\/reply\\\/188162\\\/#listItem\",\"position\":2,\"name\":\"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not?\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum#listItem\",\"name\":\"Home\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/#organization\",\"name\":\"Ansys Learning Forum\",\"description\":\"Ansys Innovation Space\",\"url\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/forums\\\/reply\\\/188162\\\/#webpage\",\"url\":\"https:\\\/\\\/innovationspace.ansys.com\\\/forum\\\/forums\\\/reply\\\/188162\\\/\",\"name\":\"Reply To: Does non-linear analysis in ANSYS also make use of direct solvers or not? | Ansys Learning Forum\",\"description\":\"There are two levels of iteration when an iterative solver is working on a nonlinear problem. 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