【摘要】 提出一种广义自适应前馈网络算法。通过调节参数α、β,若满足预先设置的范围,那么输入层和各隐节点规模被认为是合适的,即令网络结构按精度和推广能力来综合考虑,且将输入层中一些无关因素删除,以避免维数灾难。更多还原

【Abstract】 A generalized adaptive algorithm for feed forward network is proposed,adjusting the parameters αandβ.If meeting the pre-set range,the input layer and the hidden nodes are considered to be the appropriate size,then comprehensive considering the network structure by precision and ability to promote,and removed a number of independent factors of the input layer to avoid dimension disaster.更多还原