No Free Lunch in the Search for Creativity

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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

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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.

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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.

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Full Text

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

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