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Genetic programming: Biologically inspired computation that exhibits creativity in solving non-trivial problems

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Proceedings of the AISB'99 Symposium on Scientific Creativity, Seite 29--38. Edingburgh, (8-9 April 1999)

Zusammenfassung

This paper describes a biologically inspired domain-independent technique, called genetic programming, that automatically creates computer programs to solve problems. We argue that the field of design is a useful testbed for determining whether an automated technique can produce results that are competitive with human-produced results. We present several results that are competitive with the products of human creativity and inventiveness. This claim is supported by the fact that each of the results infringe on previously issued patents. This paper presents a candidate set of criteria that identify when a machine-created solution to a problem is competitive with a human-produced result.

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