Visualizing Multimodality in Combinatorial Search Landscapes
Learn about the different techniques from the landscape analysis literature, and how they can be combined to provide a more comprehensive view of the search landscape.
Technical Report Slides Poster
This is a technical report that walks through different methods for visualizing search landscapes, specifically combinatorial spaces with multiple optima. We briefly describe distance-correlation maps, Local Optima Networks, Hinged Bitstring Maps, Search Trajectory Networks among others.
This work was presented during the 2025 Norwegian Artificial Intelligence Society Symposium. You can see our slides and check out our poster as well.
