Methodological problems in evolutionary computation
Valery E. Karpov · Scientific and Technical Information Processing · 2013
This paper critically examines a number of methodological issues of evolutionary computations. The conclusion is made that under the existing notions the evolutionary branch of AI is unlikely to go beyond search optimization methods. A number of issues, whose solution could turn evolutionary computing into the truly mainstream of development of intelligent systems, are provided.