Inproceedings,

Genetic Programming without Fitness

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Late Breaking Papers at the Genetic Programming 1996 Conference Stanford University July 28-31, 1996, page 193--195. Stanford University, CA, USA, Stanford Bookstore, (28--31 July 1996)

Abstract

This paper provides a short, informal illustration of a selection scheme based on the key idea of competition, particularly suited for genetic programming, which provides a way to do without the explicit definition of a fitness function. In many tasks, competition between two individuals on one problem instance chosen according to some probability can be a valid alternative to defining an appropriate fitness function that includes a priori knowledge of the problem, which requires...

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