The journal was established in 1997 by the IEEE Neural Networks Council, with David B. Fogel as founding editor-in-chief (1997-2002).
A publication was initiated in 1997 by the IEEE Neural Networks Council, under the direction of David B. Fogel as its first chief editor from 1997 to 2002.