Central limit theorem for the random assignment problem
Claims the central limit theorem for the bipartite random assignment problem with bounded uniform costs: . The limiting constant is not itself new - Wästlund had computed exactly for the mean-one exponential model, and Malatesta, Parisi and Sicuro derived the non-bipartite analogue by replicas - but neither is a proof for the bounded bipartite model, and Wästlund's zero-free-disk conjecture, which would imply a Gaussian limit, remains open. So the value was expected; the proof of convergence to it is what is claimed. The route is an exact change of variables on an optimal dual potential, after which the residual dependence is a single directed-tree factor whose matrix-tree determinant becomes triangular once the potentials are ordered.
Exact FrontierDelta
Scope and record
Occurred: Aug 6, 2026
Delta type: SOURCE CLAIM
Assumptions: VibeMathed verification: unreviewed. Publication: preprint. AI contribution: ai-co-developed. Editorial metadata: CC BY 4.0; linked content retains its own rights.
Canonical aliases: Central limit theorem for the random assignment problem · CLT for random assignment
Confidence: Not scored
Registry verification: unreviewed · preprint · resolved
Attribution
VibeMathed
registry · event recorded by
Gilles Mordant
human · human collaborator
ChatGPT 5.6
model · ai model contributor · OpenAI
Opus 5
model · ai model contributor · Anthropic
Lineage and corrections
This event attributed to Gilles Mordant
This event attributed to ChatGPT 5.6
This event attributed to Opus 5
Claims the central limit theorem for the bipartite random assignment problem with bounded uniform costs: . The limiting constant is not itself new - Wästlund had computed exactly for the mean-one exponential model, and Malatesta, Parisi and Sicuro derived the non-bipartite analogue by replicas - but neither is a proof for the bounded bipartite model, and Wästlund's zero-free-disk conjecture, which would imply a Gaussian limit, remains open. So the value was expected; the proof of convergence to it is what is claimed. The route is an exact change of variables on an optimal dual potential, after which the residual dependence is a single directed-tree factor whose matrix-tree determinant becomes triangular once the potentials are ordered. parent of this event
VibeMathed record: Central limit theorem for the random assignment problem evidence for this event
Central limit theorem for the random assignment problem evidence for this event
Central limit theorem for the random assignment problem parent of this event
Aldous, The zeta(2) limit in the random assignment problem evidence for this event
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