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.

B0057 · daylight-optimal · seed 2

B0057-cpsat-2-0

CP-SATE · meets all 17 benchmark constraints. Brief B0057

Plan drawing of a fourplex on a 13.7 by 31.0 metre lot, 2 storeys, 4 dwellings, 22 rooms. Dwelling U0 (studio) has 4 rooms totalling 50 square metres. Dwelling U1 (1BR) has 5 rooms totalling 134 square metres. Dwelling U2 (1BR) has 5 rooms totalling 47 square metres. Dwelling U3 (2BR) has 6 rooms totalling 91 square metres. Building footprint 194 square metres; open space 225 square metres. This design satisfies every benchmark hard constraint. Objective scores, higher is better: density 0.75, daylight 0.45, privacy 0.79, circulation 0.72, carbon 0.75, cost 0.55.
B0057 · cpsat · seed 2scale bar 5 m · north arrow top right✓ FEASIBLE

Plan drawing of a fourplex on a 13.7 by 31.0 metre lot, 2 storeys, 4 dwellings, 22 rooms. Dwelling U0 (studio) has 4 rooms totalling 50 square metres. Dwelling U1 (1BR) has 5 rooms totalling 134 square metres. Dwelling U2 (1BR) has 5 rooms totalling 47 square metres. Dwelling U3 (2BR) has 6 rooms totalling 91 square metres. Building footprint 194 square metres; open space 225 square metres. This design satisfies every benchmark hard constraint. Objective scores, higher is better: density 0.75, daylight 0.45, privacy 0.79, circulation 0.72, carbon 0.75, cost 0.55.

Objective vector

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

density
0.753
daylight
0.453
privacy
0.787
circulation
0.723
carbon
0.749
cost
0.546

Reported quantities

FAR proxy (GFA / lot)
0.80
site utilisation
0.840
gross floor area, m²
341.0
footprint, m²
193.5
carbon proxy, kgCO₂e/m² (A1–A3)
350
cost index / m² (unitless)
2.45
worst habitable room, daylight
0.209
circulation share of GFA
10%
open space, net of parking
54%
courtyard void, m²
0.0
plumbing stacks
2
footprint corners
4
preferred adjacencies met
67%

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
U0studio50.04
U11BR133.85
U21BR46.85
U32BR91.06
All 22 rooms
RoomTypeDwellingStoreyw × h m
U0@0#0entryU005.31.50 × 3.50
U0@0#1livingU0012.04.00 × 3.00
U0@0#2kitchenU0018.82.50 × 7.50
U0@0#3bathroomU0014.03.50 × 4.00
U1@0#0entryU104.51.50 × 3.00
U1@0#1livingU1012.33.50 × 3.50
U1@0#2kitchenU106.02.00 × 3.00
U1@0#3bathroomU1099.09.00 × 11.00
U1@0#4bedroom primaryU1012.03.00 × 4.00
U2@1#0entryU213.01.50 × 2.00
U2@1#1livingU2112.33.50 × 3.50
U2@1#2kitchenU2112.02.00 × 6.00
U2@1#3bathroomU217.53.00 × 2.50
U2@1#4bedroom primaryU2112.04.00 × 3.00
U3@1#0entryU313.01.50 × 2.00
U3@1#1livingU3116.55.50 × 3.00
U3@1#2kitchenU3148.04.00 × 12.00
U3@1#3bathroomU313.82.50 × 1.50
U3@1#4bedroom primaryU3112.33.50 × 3.50
U3@1#5bedroom secondaryU317.52.50 × 3.00
CORE@0shared circulationshared09.81.50 × 6.50
CORE@1shared circulationshared19.81.50 × 6.50

Side by side