LLM agents synthesize distribution-aware solver code that achieves 0.971 mean normalized quality and runs 336x faster than top heuristics on 21 combinatorial optimization distributions.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
A new 19-line base configuration enables an infinite series of straight-line arrangements achieving the maximum number of bounded triangles for every n = 18·2^t + 1.
citing papers explorer
-
Distribution-Aware Algorithm Design with LLM Agents
LLM agents synthesize distribution-aware solver code that achieves 0.971 mean normalized quality and runs 336x faster than top heuristics on 21 combinatorial optimization distributions.
-
The $18\cdot 2^t+1$ Triangle-Maximal Series of Straight Lines
A new 19-line base configuration enables an infinite series of straight-line arrangements achieving the maximum number of bounded triangles for every n = 18·2^t + 1.