Name
Abstract | ||
|---|---|---|
We present a computational model of creative design based on collaborative interactive genetic algorithms. We test our model on floorplanning. We guide the evolution of floorplans based on subjective and objective criteria. The subjective criteria consists of designers picking the floorplan they like the best from a population of floorplans, and the objective criteria consists of coded architectural guidelines. We support collaboration by allowing individual designers to view each others' designs during the evolutionary process and the sharing of designs via case injection. This methodology supports team design, and reflects the view of creativity that collaboration accounts for much of our intelligence and creativity. We present a description of the model and a comparative study of floorplans created individually versus collaboratively. Our results show that floorplans created collaboratively were considered to be more "revolutionary" and "original" than those created individually. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/CEC.2009.4983166 | IEEE Congress on Evolutionary Computation |
Keywords | Field | DocType |
architectural guideline,objective criterion,towards creative design,comparative study,team design,subjective criterion,case injection,creative design,collaboration account,computational model,collaborative interactive genetic algorithm,collaboration,genetics,computational modeling,cad,design methodology,space exploration,computer science,process design,groupware,algorithm design and analysis,floorplanning,testing,computer model,genetic algorithms | Population,Computer science,Team design,Human–computer interaction,Artificial intelligence,Creativity,Genetic algorithm,Floorplan,CAD,Creative design,Collaborative software,Multimedia,Machine learning | Conference |
Citations | PageRank | References |
9 | 0.72 | 9 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Juan C. Quiroz | 1 | 94 | 12.54 |
| Sushil J. Louis | 2 | 541 | 93.79 |
| Amit Banerjee | 3 | 31 | 4.94 |
| Sergiu Dascalu | 4 | 362 | 79.10 |