Multi Expression Programming

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Multi Expression Programming (MEP) is a Genetic Programming variant with linear representation of chromosomes.

MEP introduced a unique feature: the ability to encode multiple solutions in the same chromosome. This means that we can explore much more from the search space compared to other techniques which encode a single solution in the chromosome. In most cases this advantage comes with no penalty regarding the running time or the involved resources.

From this website, you can download papers about MEP, source code for various problems and MEPX - (a complex software running on Windows, Mac OSX and Linux Ubuntu for solving regression and classification problems).