kartik-hegde / mindmappings

A reference implementation of the Mind Mappings Framework.
MIT License
26 stars 8 forks source link

The individual optimization process exhibits a spiky result, could you help us. #4

Open blyucs opened 1 year ago

blyucs commented 1 year ago

Dear Kartik: Thank you for your promising work. We've encountered some issues while attempting to replicate the results from your paper. Could you assist us? While reproducing the experiments, we've noticed that the individual optimization process exhibits a spiky result, and we haven't been able to identify a clear convergence trend, as below:

image image

Could you please review whether the code in this repository is the most up-to-date version of your experiments and if the hyperparameters are appropriately set, such as the 'injection_intervals' parameter?

Additionally, we've found a few minor code issues, e.g.,

` best_cost = next_cost if(next_cost < best_cost) else best_cost

best_mapping = projected_mapping if(next_cost < best_cost) else best_mapping `

Your help would be greatly appreciated.