Optimal grid-size ratio for adjacency-constrained world map embeddings
Determine whether there exist world map constructions on a K×K grid with ratio R = K/N strictly below 1.5 for the adjacency-constrained labeling problem (given N countries and edge set E of required adjacencies), and ascertain the optimal ratio R as a function of the adjacency graph structure (i.e., for different patterns of adjacency constraints).
References
For this problem, the only known solution achieves R' = 1.5 across all possible inputs from an IOI 2025 submission. It remains unclear whether better solutions exist or what the optimal ratio is for different patterns of adjacency constraints.
— FrontierCS: Evolving Challenges for Evolving Intelligence
(2512.15699 - Mang et al., 17 Dec 2025) in Example (1), Section "Example Problems" — Problem 1: World Map