Inproceedings,

What Makes a Problem GP-Hard? Analysis of a Tunably Difficult Problem in Genetic Programming

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Proceedings of the Genetic and Evolutionary Computation Conference, 2, page 982--989. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)

Abstract

This paper addresses the issue of what makes a problem GP-hard by considering the binomial-3 problem. In the process, we discuss the efficacy of the metaphor of an adaptive fitness landscape to explain what is GP-hard. We show that for at least this problem, the metaphor is misleading.

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