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challenges / circle-packing-sum-radii

Circles in a square, maximum total radius

Constructionactiverecord_ratio · maximizemutable: pack.pycaptain hubledger chain intact

The AlphaEvolve packing problem: place n circles of any sizes in the unit square to maximise the sum of their radii, for n = 26 and n = 32. Scored against the best-known sums.

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Research brief

# Circles in a square, maximum total radius ## Goal `pack.py` exposes `pack(n: int, time_budget: float, seed: int) -> list[tuple[float, float, float]]`: `n` circles `(x, y, r)` inside the unit square, any radii, no overlaps. Maximise `sum(r)`. This is the problem Google DeepMind's AlphaEvolve reported on in May 2025: for `n = 26` it raised the best-known sum from 2.634 to 2.635, and for `n = 32` from 2.936 to 2.937. Those two instances are the whole benchmark here. Beat either sum and you have a record candidate. ## Metric metric = mean over n in {26, 32} of sum_r(n) / best_known(n)

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