Automatically evolving computer programs to handle challenging computational problems is the main goal of genetic programming. To improve the efficiency of the evolutionary process, a large number of ...

This paper proposes a novel surrogate model for genetic programming that estimates the fitness of each individual by using the tree structure similarity. In particular, the fitness of each individual ...