Dear brother
I applied these code for forecasting 10 days head
I used NARNET approach but i got error a
also i am using matalb R2013a
These error
Index exceeds matrix dimensions.
t=load('D:\myexp\RKMS with logfun\2009data.csv');time = 1:length(t)n=length(t);%-------------------------------------------------------------
%-----------------------------------------------------------------
t = tonndata(t,false,false);%------------------------------------------------------------
% ---------------------------------DESIGN NETWORK
ID=1:2;HL=20;net = narnet(ID,HL);%--------------------------------Training the network
[Xs,Xi,Ai,Ts] = preparets(net,{},{},t);net = train(net,Xs,Ts,Xi,Ai);%------------------------------------ SIMULATE NETWORK FOR ORIGINAL SERIES
[Y,Xf,Af] = sim(net,Xs,Xi,Ai);%-----------------------------
netc = closeloop(net); view(netc) % 10 More Steps for the first (now only) input
X2 = num2cell(rand(1,10));% Initial input states for closed loop continuation will be the
% first input's final states.
Xi2 = Xf(1,:);% Initial 2nd layer states for closed loop contination will be the
% processed second input's final states. Initial 1st layer states
% will be zeros, as they have no delays associated with them.
Ai2 = cell2mat(Xf(2,:));for i=1:length(net.inputs{1}.processFcns) fcn = net.inputs{i}.processFcns{i}; settings = net.inputs{i}.processSettings{i}; Ai2 = feval(fcn,'apply',Ai2,settings);endAi2 = mat2cell([zeros(10,2); Ai2],[10 1],ones(1,2));% Closed loop simulation on X2 continues from open loop state after X.
Y2 = sim(netc,X2,Xi2,Ai2);
Best Answer