standard tier · 72 briefs · 1,368 runs · results db2e24e

CityFormGen

Generative and optimisation methods for middle housing, compared under matched compute

RESEARCH GENERATIVE-DESIGN BENCHMARK - NOT CONSTRUCTION DOCUMENTATION OR CODE CERTIFICATION.

B0037 · carbon-optimal · seed 0

B0037-heuristic-0~r114

HeuristicA · meets all 17 benchmark constraints. Brief B0037

Plan drawing of a courtyard on a 19.7 by 27.7 metre lot, 2 storeys, 5 dwellings, 27 rooms. Dwelling U0 (studio) has 4 rooms totalling 35 square metres. Dwelling U1 (1BR) has 5 rooms totalling 56 square metres. Dwelling U2 (1BR) has 5 rooms totalling 98 square metres. Dwelling U3 (1BR) has 5 rooms totalling 98 square metres. Dwelling U4 (2BR) has 6 rooms totalling 91 square metres. Building footprint 220 square metres; open space 316 square metres. This design satisfies every benchmark hard constraint. Objective scores, higher is better: density 0.75, daylight 0.55, privacy 0.72, circulation 0.63, carbon 0.77, cost 0.53.
B0037 · heuristic · seed 0scale bar 5 m · north arrow top right✓ FEASIBLE

Plan drawing of a courtyard on a 19.7 by 27.7 metre lot, 2 storeys, 5 dwellings, 27 rooms. Dwelling U0 (studio) has 4 rooms totalling 35 square metres. Dwelling U1 (1BR) has 5 rooms totalling 56 square metres. Dwelling U2 (1BR) has 5 rooms totalling 98 square metres. Dwelling U3 (1BR) has 5 rooms totalling 98 square metres. Dwelling U4 (2BR) has 6 rooms totalling 91 square metres. Building footprint 220 square metres; open space 316 square metres. This design satisfies every benchmark hard constraint. Objective scores, higher is better: density 0.75, daylight 0.55, privacy 0.72, circulation 0.63, carbon 0.77, cost 0.53.

Objective vector

Proxy scores in [0, 1], higher is better. Kept as a vector; there is no overall score.

density
0.746
daylight
0.555
privacy
0.715
circulation
0.625
carbon
0.770
cost
0.526

Reported quantities

FAR proxy (GFA / lot)
0.81
site utilisation
0.835
gross floor area, m²
440.7
footprint, m²
220.3
carbon proxy, kgCO₂e/m² (A1–A3)
343
cost index / m² (unitless)
2.48
worst habitable room, daylight
0.197
circulation share of GFA
18%
open space, net of parking
60%
courtyard void, m²
43.5
plumbing stacks
4
footprint corners
8
preferred adjacencies met
0%

Benchmark constraints

Benchmark rules, not building code.

  • C01geometry valid passed
  • C02no overlap passed
  • C03within buildable passed
  • C04min room area passed
  • C05min room dimension passed
  • C06max room aspect passed
  • C07min unit area passed
  • C08unit connectivity passed
  • C09street access passed
  • C10habitable daylight passed
  • C11required adjacency passed
  • C12forbidden door passed
  • C13open space passed
  • C14courtyard provision passed
  • C15programme complete passed
  • C16unit contiguity passed
  • C17vertical support passed

Dwellings and rooms

DwellingTypeArea m²Rooms
U0studio35.34
U11BR56.15
U21BR98.15
U31BR98.15
U42BR91.56
All 27 rooms
RoomTypeDwellingStoreyw × h m
CORE@0shared circulationshared030.815.80 × 1.95
CORE@1shared circulationshared130.815.80 × 1.95
U1@0#2kitchenU109.73.35 × 2.90
U1@0#3bathroomU104.81.65 × 2.90
U1@0#0entryU103.51.20 × 2.90
U1@0#1livingU1018.66.20 × 3.00
U1@0#4bedroom primaryU1019.56.20 × 3.15
U0@0#2kitchenU006.82.55 × 2.65
U0@0#3bathroomU006.52.45 × 2.65
U0@0#0entryU003.21.20 × 2.65
U0@0#1livingU0018.96.20 × 3.05
U4@1#2kitchenU419.83.45 × 2.85
U4@1#3bathroomU414.41.55 × 2.85
U4@1#0entryU413.41.20 × 2.85
U4@1#1livingU4149.36.20 × 7.95
U4@1#4bedroom primaryU4111.12.80 × 3.95
U4@1#5bedroom secondaryU4113.43.40 × 3.95
U2@0#0entryU203.31.20 × 2.75
U2@0#3bathroomU206.22.25 × 2.75
U2@0#2kitchenU208.83.20 × 2.75
U2@0#1livingU2030.96.65 × 4.65
U2@0#4bedroom primaryU2048.96.65 × 7.35
U3@1#0entryU313.51.20 × 2.95
U3@1#3bathroomU315.21.75 × 2.95
U3@1#2kitchenU3110.93.70 × 2.95
U3@1#1livingU3130.36.65 × 4.55
U3@1#4bedroom primaryU3148.26.65 × 7.25

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