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[74] Magnetizing Floor Plan Generator

Layout / Adjacency Graph Pipelines Structural Design & Layout Generation 2020

Paper Description extracted from PDF · abstract · 144 words

For architects as well as developers and urban planners working on the floor plans or estimating the shape and dimensions of large buildings is always a challenge. This task requires some knowledge and what is more important – even with understanding of the process it is a very time-consuming task. One should take into consideration the arrangement of all rooms as well as adjacencies and connections of main spaces. Presented project can be considered as an exploration of various ways of generating floor plans for public buildings, which was followed by creating a new algorithm for solving that task. Public buildings were chosen as a main target of conducted research because of their complex and non-standardized structure. The aim was to try different previously described approaches, invent completely new techniques and methods, choose the best of them and incorporate them into our own generator.

AuthorsGavrilov, E.; Telmenbayar, E.; Semeniuta, O.
Year2020
VenueProcedia Manufacturing 44, 132–139
DOI10.1016/j.promfg.2020.02.214 (manual review)
Source DatabaseBacktracking
Bridge-to-GNNCategory D
GNN ArchitectureConstraint Graph (inferred from title)
Graph EncodingRoom Adjacency Graph (inferred from title)
AEC TaskFloorplan / Layout Generation (inferred from title)
CohortEarly Infrastructure (2020–2021)

Detected Technical Stack auto-detected from PDF · regex catalogue match

GNN architectures detectedKnowledge Graph Embedding (TransE/RotatE/DistMult)
Quality (heuristic, 6-flag)0/6 · rigor: Low
Code/Data: —Benchmark: —Baseline: —CV/Split: —Ablation: —Reproducible: —

Lineage Families

floorplan-generation

Enabled By / Precursors

None tracked

Extended By

[8]

Infrastructure Dependencies

None

Research Frontier Tags

floorplan-generation

Part of the GML/GNN in AEC Systematic Review (PRISMA 2020) — 112 papers, 2020–2026