Alternative neural network training methods [active sonar processing]
V William Porto, David B. Fogel · IEEE Expert · 1995
Investigates three potential neural network training algorithms in processing active sonar returns. Although all three methods generate reasonable probabilities of detection and false alarm in discriminating between man-made objects and background events, the stochastic training methods of simulated annealing and evolutionary programming outperform backpropagation.>