Abstract
In this paper we study the generation of lace knitting stitch patterns by using genetic programming. We devise a genetic representation of knitting charts that accurately reflects their usage for hand knitting the pattern. We apply a basic evolutionary algorithm for generating the patterns, where the key of success is evaluation. We propose automatic evaluation of the patterns, without interaction with the user. We present some patterns generated by the method and then discuss further possibilities for bringing automatic evaluation closer to human evaluation.
| Original language | English |
|---|---|
| Title of host publication | GECCO '07 : proceedings of the 9th annual conference companion on Genetic and evolutionary computation |
| Place of Publication | New York, NY (US) |
| Publisher | ACM |
| Pages | 2457-2461 |
| Number of pages | 5 |
| ISBN (Print) | 978-1-59593-698-1 |
| DOIs | |
| Publication status | Published - 2007 |
| Event | 9th Annual conference companion on Genetic and evolutionary computation - London, United Kingdom Duration: 7 Jul 2007 → 11 Jul 2007 |
Conference
| Conference | 9th Annual conference companion on Genetic and evolutionary computation |
|---|---|
| Abbreviated title | GECCO'07 |
| Country/Territory | United Kingdom |
| City | London |
| Period | 7/07/07 → 11/07/07 |
Keywords
- genetic programmin
- creativity
- representation
- evaluation