This book examines the mathematics, probability, statistics, and computational theory underlying neural networks and … learning, Hopfeld networks, radial basis function networks, and general network modelling and theory. Added to the book …

online resource allocation problem with "costly buyback". To model this problem, we consider the classic edge …-dual algorithm exactly matches this lower-bound by appropriately tuning a parameter as a function of f. We further study lower and …