> For the complete documentation index, see [llms.txt](https://manual-1-3.karamba3d.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://manual-1-3.karamba3d.com/appendix/a.4-background-information/a.4.4-hints-on-reducing-computation-time.md). # A.2.4: Hints on Reducing Computation Time Karamba3D spends most of its time solving for the deflections of a model. The time needed depends on the number of degrees of freedom $$n$$ of the structural system and how many connections exist between the nodes. In the theoretical case that each node is connected to all others computation time grows with $$n^3$$. If each node is connected to $$n\_{neigh}$$ others and the overall structure has a main axis along which it is oriented (i.e. there are no connections between distant nodes), then computational effort increases approximately with $$0.5 \cdot n \cdot n^2\_{neigh}$$. Karamba3D makes use of multiple processors so having more than one saves time. Using trusses instead of beams more than halves computation time. When doing optimization with e.g. Galapagos the continuous display updates slow down things considerably. For better performance disable the preview of all components or minimize the Rhino window. The rendering of results as meshes can be sped up considerably by joining the meshes before displaying them. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://manual-1-3.karamba3d.com/appendix/a.4-background-information/a.4.4-hints-on-reducing-computation-time.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.