The baseline and capacitated facility location formulations of school aggregation are formally equivalent¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q2 i? Variant II, a capacitated facility location reformulation, is an exact compact reformulation of the baseline integer programming formulation, preserving feasible solutions and optimal objective value. → Alessia Ciacco 2026
Evidence¶
Alessia Ciacco 2026¶
Alessia Ciacco, Luigi Di Puglia Pugliese, Francesca Guerriero. (2026). School network reorganization under educational and spatial constraints using classical and quantum optimization. https://arxiv.org/abs/2608.05427 doi:10.48550/arxiv.2608.05427
q2 · i? · design · r2
Analytical derivation in Section 4.3 establishing a one-to-one correspondence between feasible solutions of the two formulations. The article concludes Variant II is "an exact compact reformulation of Variant I", removing incompatible arcs in advance and combining activation and capacity into a single constraint.
"Therefore, the two formulations define the same optimization problem and have the same optimal objective value:"
Discussion¶
Related Claims¶
- Hybrid quantum optimization is applicable to school aggregation as a proof of concept, with classical optimization currently advantaged — related
- The model was validated on the complete public school network of the Calabria region using real institutional, territorial, and demographic data
- Integer-programming recourse generates compact, model-valid, SHACL-conformant intervention plans at scale on OULAD — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
equivalent-school-aggregation-formulations |
title |
The baseline and capacitated facility location formulations of school aggregation are formally equivalent |
description |
The baseline and capacitated facility location formulations of school aggregation are formally equivalent |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — alessia-ciacco-2026 |
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