|
马上注册,结交更多好友,享用更多功能,让你轻松玩转社区。
您需要 登录 才可以下载或查看,没有账号?注册
x
各位高手好:
小弟我目前有個類神經題組不會解,本身對於matlab完全不熟悉,但由於時間急迫,(2013/04/14)交件,請大大幫忙指點,最好把流程順序也註明,感激不盡
problem:f(x,y)=sinx+2y² , x,y (1,10)
1.Create a BPNN with one hidden layer of 10neurons for the problem.
General 500 training data, 200 checkingdata and 100 testing data.
Graph your data in 3D mode as in Figure 4.9on page 114, show your network
structure and initial weights in a table asin Table4.4 on page121.
2. Train your network and show the errorconverge behavior using MSE.
Graph your outputs and the targets of bothtraining data and testing data
(in separate figures), along with theregression plot and the resulted network
weights.
3. Discuss the effect of "number ofnodes in hidden layer". What is the best
number of nodes in hidden layer?
4. Compare the results from GD, GDM and LMin error converge behavior, R2,
training speed, and MAPE.
5. Show your network with the bestpredictions. |
|