Constructive algorithms for structure learning in feedforward neural networks for regression problems
Abstract: In this survey paper, we review the constructive algorithms for structure learning in
feedforward neural networks for regression problems. The basic idea is to start with a small
network, then add hidden units and weights incrementally until a satisfactory solution is
found. By formulating the whole problem as a state-space search, we first describe the
general issues in constructive algorithms, with special emphasis on the search strategy. A ...
feedforward neural networks for regression problems. The basic idea is to start with a small
network, then add hidden units and weights incrementally until a satisfactory solution is
found. By formulating the whole problem as a state-space search, we first describe the
general issues in constructive algorithms, with special emphasis on the search strategy. A ...
