EVOLVING CASCADE-CORRELATION NETWORKS FOR TIME-SERIES FORECASTING
John R. McDonell, Donald E. Waagen · International Journal of Artificial Intelligence Tools · 1994
This investigation applies evolutionary search to the cascade-correlation learning network. Evolutionary search is used to find both the input weights and input connectivity of candidate hidden units. A time-series prediction example is used to demonstrate the capabilities of the proposed approach.