J R Koza's scientific contributions

Citations

... Finding a function that explains the hidden relationships in the data without having any prior knowledge of the form of the function is the goal that symbolic regression (SR) attempts to solve. Since SR is an NP-hard problem, evolutionary methods have been developed to obtain approximate solutions [1,27,28,38]. The symbolic regression challenge has recently regained popularity, and new approaches combining classical genetic programming and modern deep reinforcement learning have emerged [32,40,41,48,49]. ...