Trees and Graphs with Non Log-concave Dominating Set Sequence via AI Tools

May 04, 2026 ยท Grace Period ยท + Add venue

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Authors Alina Du, Steven Heilman, Greta Panova arXiv ID 2605.02193 Category math.CO: Combinatorics Cross-listed cs.AI, cs.DM, cs.LG Citations 0
Abstract
We give new examples of graphs and trees with dominating set sequences that are not log-concave. These examples were generated by PatternBoost, a transformer-based reinforcement learning software developed by Charton-Ellenberg-Wagner-Williamson. We also show: for any positive integer $m$, there exists a tree whose dominating set sequence is not log-concave for at least $m$ indices by modifying a similar construction of Bautista-Ramos for the independent set sequence. We show that a large class of caterpillar graphs has log-concave dominating set sequences. A continuous analogue of the sequence is also log-concave for all graphs.
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