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cs.NE2018
Bounding Bloat in Genetic Programming
Benjamin Doerr, Timo Kötzing, J. A. Gregor Lagodzinski +1
While many optimization problems work with a fixed number of decision variables and thus a fixed-length representation of possible solutions, genetic programming (GP) works on vari…
cs.NE2018
Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming
Timo Kötzing, J. A. Gregor Lagodzinski, Johannes Lengler +1
For theoretical analyses there are two specifics distinguishing GP from many other areas of evolutionary computation. First, the variable size representations, in particular yieldi…