INESC-ID   Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa
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Knowledge Discovery and Bioinformatics
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Genetic Programming

02/06/2004 - 13:00
02/06/2004 - 14:00
Etc/GMT

Genetic Programming (GP) solves complex problems by evolving populations of computer programs, using Darwinian evolution and Mendelian genetics as inspiration. Bloat is an excess of code growth caused by the genetic operators in search of better solutions, without the corresponding improvement in fitness. After a brief overview of GP, we will focus on the causes and possible solutions for bloat, including a recently published technique by the authors.