Topological optimization generative design and how they differ

[pacovskyJDHXB]

Hello everyone! 

I'm a final-year mechanical engineering student, currently working on my thesis titled “Possibilities of Component Optimization using Generative Design.” As part of my research, I’m investigating the differences between topological optimization and generative design. Some articles suggest that the primary difference lies in the number of design options generated from a single set of input parameters, but I’d like to understand the nuances more thoroughly. 

Could anyone provide insight into this topic or recommend any articles that might be helpful for my thesis? I’d really appreciate any guidance! 

Thank you very much! 

Jan 

[henderh · Accepted solution]

Hi Jan,

Here's a high-level article, and previous discussions that go into detail on this topic:

• L1-03_Shape_Optimization_vs_Generative_Design
• https://forums.autodesk.com/t5/fusion-design-validate-document/what-is-the-difference-between-genera...
• https://forums.autodesk.com/t5/fusion-design-validate-document/questions-about-mathematical-models-i...
• https://forums.autodesk.com/t5/fusion-design-validate-document/generative-design-and-topology-optimi...
• https://forums.autodesk.com/t5/fusion-design-validate-document/differance-between-generative-design-...
• https://forums.autodesk.com/t5/fusion-design-validate-document/shape-optimisation-vs-shape-generatio...

Hope this helps.

[johnsonshiue]

Hi! Here are a few webpages talking about this topic. Please take a look.

https://www.autodesk.com/products/fusion-360/blog/topology-optimization-is-not-generative-design/

https://www.cambridge.org/core/services/aop-cambridge-core/content/view/E7FC2E5C9A561FE267D9BE1074F0...

https://insidemetaladditivemanufacturing.com/2024/05/22/exploring-the-distinctive-roles-of-topology-...

Many thanks!

[pacovskyJDHXB]

Hello,

Thank you very much for your input! Your insights will be of a great value for my thesis, and I’m grateful for the assistance. Wishing you a great day!