No Free Lunch in the Search for Creativity

Aus de_evolutionary_art_org
Version vom 30. Januar 2015, 18:03 Uhr von Gbachelier (Diskussion | Beiträge) (Die Seite wurde neu angelegt: „ == Reference == Dan Ventura: No Free Lunch in the Search for Creativity. In: Computational Creativity 2011 ICCC 2011, pp. 108-110. == DOI == == Ab…“)

(Unterschied) ← Nächstältere Version | Aktuelle Version (Unterschied) | Nächstjüngere Version → (Unterschied)
Wechseln zu: Navigation, Suche


Reference

Dan Ventura: No Free Lunch in the Search for Creativity. In: Computational Creativity 2011 ICCC 2011, pp. 108-110.

DOI

Abstract

We consider computational creativity as a search pro- cess and give a No Free Lunch result for computational creativity in this context. That is, we show that there is no a priori “best” creative strategy. We discuss some implications of this result and suggest some additional questions to be explored.

Extended Abstract

Bibtex

Used References

Boden, M. 1992. The Creative Mind. London: Abacus.

Boden, M. 1995. Creativity and unpredictability. Stanford Humanities Review 4:123–139.

Boden, M. 1998. Creativity and artificial intelligence. Arti- ficial Intelligence 103:347–356.

Macedo, L.; Coimbra, E.; and Cardoso, A. 2001. Creativity and surprise. In Proceedings of the AISB01 Symposium on Creativity in Arts and Science, 84–92.

Ritchie, G. 2007. Some empirical criteria for attributing cre- ativity to a computer program. Minds and Machines 17:76–99.

Ventura, D. 2008. A reductio ad absurdum experiment in sufficiency for evaluating (computational) creative systems. In Proceedings of the Fifth Joint Workshop on Computa- tional Creativity, 11–19.

Wiggins, G. 2006. A preliminary framework for description analysis and comparison of creative systems. Knowledge- Based Systems 19:449–458.

Wolpert, D. H., and Macready, W. G. 1995. No free lunch theorems for search. In Technical Report SFI-TR-95-02-010. Santa Fe Institute.

Wolpert, D. H., and Macready, W. G. 1997. No free lunch theorems for optimization. IEEE Transactions on Evolution- ary Computation 1(1):67– 82.

Wolpert, D. H. 1996. The lack of a priori distinctions be- tween learning algorithms. Neural Computation 8(3):1341– 1390.


Links

Full Text

http://iccc11.cua.uam.mx/proceedings/the_foundational/ventura_iccc11.pdf

intern file

Sonstige Links