RISE Research Radar

Computer Science Open House 2022-2025

2023

Machine Learning for Combinatorial Resource Allocation

Karl-Filip Faxén

Summary

Finding Small Rectilinear Steiner Minimal Trees Quickly. VLSI routing optimization using search with pruning. Initial transformation to Hanan grid, then branch-and-bound search. Handles up to 14 terminals efficiently.

Themes

machine-learningwireless-networks

Keywords

Steiner trees, VLSI routing, optimization, branch-and-bound, rectilinear

Poster

Machine Learning for Combinatorial Resource Allocation poster

Click image to open full size