LAMPIRAN A LISTING PROGRAM
1. Form Utama function varargout = utama(varargin) % UTAMA M-file for utama.fig % UTAMA, by itself, creates a new UTAMA or raises the existing % singleton*. % % H = UTAMA returns the handle to a new UTAMA or the handle to % the existing singleton*. % % UTAMA('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in UTAMA.M with the given input arguments. % % UTAMA('Property','Value',...) creates a new UTAMA or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before utama_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to utama_OpeningFcn via varargin. % % *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one % instance to run (singleton)". % % See also: GUIDE, GUIDATA, GUIHANDLES % Edit the above text to modify the response to help utama % Last Modified by GUIDE v2.5 01-May-2012 10:39:27 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @utama_OpeningFcn, ... 'gui_OutputFcn', @utama_OutputFcn, ... 'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1}) gui_State.gui_Callback = str2func(varargin{1}); end if nargout [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); else gui_mainfcn(gui_State, varargin{:});
end % End initialization code - DO NOT EDIT
% --- Executes just before utama is made visible. function utama_OpeningFcn(hObject, eventdata, handles, varargin) % This function has no output args, see OutputFcn. % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % varargin command line arguments to utama (see VARARGIN) % Choose default command line output for utama handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes utama wait for user response (see UIRESUME) % uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line. function varargout = utama_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Get default command line output from handles structure varargout{1} = handles.output;
% --- Executes on button press in btn_start. function btn_start_Callback(hObject, eventdata, handles) % hObject handle to btn_start (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) aplikasi
% --- Executes on button press in btn_exit. function btn_exit_Callback(hObject, eventdata, handles) % hObject handle to btn_exit (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) selection=tutup('Title','Exit Confirmation'); switch lower(selection) case 'yes'
close case 'no' %no action end 2. Form Aplikasi function varargout = aplikasi(varargin) % APLIKASI M-file for aplikasi.fig % APLIKASI, by itself, creates a new APLIKASI or raises the existing % singleton*. % % H = APLIKASI returns the handle to a new APLIKASI or the handle to % the existing singleton*. % % APLIKASI('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in APLIKASI.M with the given input arguments. % % APLIKASI('Property','Value',...) creates a new APLIKASI or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before aplikasi_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to aplikasi_OpeningFcn via varargin. % % *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one % instance to run (singleton)". % % See also: GUIDE, GUIDATA, GUIHANDLES % Edit the above text to modify the response to help aplikasi % Last Modified by GUIDE v2.5 01-May-2012 19:55:19 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @aplikasi_OpeningFcn, ... 'gui_OutputFcn', @aplikasi_OutputFcn, ... 'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1}) gui_State.gui_Callback = str2func(varargin{1}); end if nargout [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); else gui_mainfcn(gui_State, varargin{:});
end % End initialization code - DO NOT EDIT
% --- Executes just before aplikasi is made visible. function aplikasi_OpeningFcn(hObject, eventdata, handles, varargin) % This function has no output args, see OutputFcn. % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % varargin command line arguments to aplikasi (see VARARGIN) % Choose default command line output for aplikasi handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes aplikasi wait for user response (see UIRESUME) % uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line. function varargout = aplikasi_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Get default command line output from handles structure varargout{1} = handles.output; % --- Executes on button press in btn_open. function btn_open_Callback(hObject, eventdata, handles) % hObject handle to btn_open (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) [nama_file,nama_path] = uigetfile({'*.jpg','File jpeg(*.jpg)'},'Buka File Citra'); if ~isequal(nama_file,0) handles.citra = imread(fullfile(nama_path,nama_file)); guidata(hObject,handles); axes(handles.axes_citra); imshow(handles.citra); else return; end; % --- Executes on button press in btn_test. function btn_test_Callback(hObject, eventdata, handles)
% hObject handle to btn_test (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) citra = double(handles.citra); [b k] = size(citra); for x=1:b for y=1:k if citra(x,y)=128 citra(x,y)=1; end end end p = citra; p = [reshape(p,1089,1)]; net1 = newp(minmax(p),1); net1.IW{1,1} = textread('bobot1.txt'); net1.b{1} = textread('bias1.txt'); net2 = newp(minmax(p),1); net2.IW{1,1} = textread('bobot2.txt'); net2.b{1} = textread('bias2.txt'); net3 = newp(minmax(p),1); net3.IW{1,1} = textread('bobot3.txt'); net3.b{1} = textread('bias3.txt'); net4 = newp(minmax(p),1); net4.IW{1,1} = textread('bobot4.txt'); net4.b{1} = textread('bias4.txt'); net5 = newp(minmax(p),1); net5.IW{1,1} = textread('bobot5.txt'); net5.b{1} = textread('bias5.txt'); net6 = newp(minmax(p),1); net6.IW{1,1} = textread('bobot6.txt'); net6.b{1} = textread('bias6.txt'); net7 = newp(minmax(p),1); net7.IW{1,1} = textread('bobot7.txt'); net7.b{1} = textread('bias7.txt'); net8 = newp(minmax(p),1); net8.IW{1,1} = textread('bobot8.txt'); net8.b{1} = textread('bias8.txt'); net9 = newp(minmax(p),1); net9.IW{1,1} = textread('bobot9.txt'); net9.b{1} = textread('bias9.txt'); net10 = newp(minmax(p),1); net10.IW{1,1} = textread('bobot10.txt'); net10.b{1} = textread('bias10.txt'); net11 = newp(minmax(p),1); net11.IW{1,1} = textread('bobot11.txt');
net11.b{1} = textread('bias11.txt'); net12 = newp(minmax(p),1); net12.IW{1,1} = textread('bobot12.txt'); net12.b{1} = textread('bias12.txt'); net13 = newp(minmax(p),1); net13.IW{1,1} = textread('bobot13.txt'); net13.b{1} = textread('bias13.txt'); net14 = newp(minmax(p),1); net14.IW{1,1} = textread('bobot14.txt'); net14.b{1} = textread('bias14.txt'); net15 = newp(minmax(p),1); net15.IW{1,1} = textread('bobot15.txt'); net15.b{1} = textread('bias15.txt'); net16 = newp(minmax(p),1); net16.IW{1,1} = textread('bobot16.txt'); net16.b{1} = textread('bias16.txt'); y1 = sim(net1,p); y2 = sim(net2,p); y3 = sim(net3,p); y4 = sim(net4,p); y5 = sim(net5,p); y6 = sim(net6,p); y7 = sim(net7,p); y8 = sim(net8,p); y9 = sim(net9,p); y10 = sim(net10,p); y11 = sim(net11,p); y12 = sim(net12,p); y13 = sim(net13,p); y14 = sim(net14,p); y15 = sim(net15,p); y16 = sim(net16,p); if(y1==1 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Gajah Mada Yogya'; elseif(y1==0 && y2==1 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Indonesia Jakarta'; elseif(y1==0 && y2==0 && y3==1 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Sumatera Utara'; elseif(y1==0 && y2==0 && y3==0 && y4==1 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Airlangga Surabaya';
elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==1 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Hasanudin Makassar'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==1 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Andalas Padang'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==1 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Padjajaran Bandung'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==1 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Diponegoro Semarang'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==1 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Sriwijaya Palembang'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==1 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Lambung Mangkurat'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==1 && y12==0 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Syiah Kuala Banda'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==1 && y13==0 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Sam Ratulangi'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==1 && y14==0 && y15==0 && y16==0) hasil = 'Universitas Udayana Denpasar'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==1 && y15==0 && y16==0) hasil = 'Universitas Nusa Cendana'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==1 && y16==0) hasil = 'Universitas Mulawarman Samarinda'; elseif(y1==0 && y2==0 && y3==0 && y4==0 && y5==0 && y6==0 && y7==0 && y8==0 && y9==0 && y10==0 && y11==0 && y12==0 && y13==0 && y14==0 && y15==0 && y16==1) hasil = 'Universitas Mataram, Mataram'; else
hasil = 'ERROR'; end set(handles.ed_hasil,'String',hasil);
% --- Executes on button press in btn_reset. function btn_reset_Callback(hObject, eventdata, handles) % hObject handle to btn_reset (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) set(handles.ed_hasil,'String','');
% --- Executes on button press in btn_tutup. function btn_tutup_Callback(hObject, eventdata, handles) % hObject handle to btn_tutup (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) close utama
function ed_hasil_Callback(hObject, eventdata, handles) % hObject handle to ed_hasil (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Hints: get(hObject,'String') returns contents of ed_hasil as text % str2double(get(hObject,'String')) returns contents of ed_hasil as a double
% --- Executes during object creation, after setting all properties. function ed_hasil_CreateFcn(hObject, eventdata, handles) % hObject handle to ed_hasil (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end 3. Form Tutup kfunction varargout = tutup(varargin) % TUTUP M-file for tutup.fig % TUTUP by itself, creates a new TUTUP or raises the
% existing singleton*. % % H = TUTUP returns the handle to a new TUTUP or the handle to % the existing singleton*. % % TUTUP('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in TUTUP.M with the given input arguments. % % TUTUP('Property','Value',...) creates a new TUTUP or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before tutup_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to tutup_OpeningFcn via varargin. % % *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one % instance to run (singleton)". % % See also: GUIDE, GUIDATA, GUIHANDLES % Edit the above text to modify the response to help tutup % Last Modified by GUIDE v2.5 24-May-2012 19:16:25 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @tutup_OpeningFcn, ... 'gui_OutputFcn', @tutup_OutputFcn, ... 'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1}) gui_State.gui_Callback = str2func(varargin{1}); end if nargout [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); else gui_mainfcn(gui_State, varargin{:}); end % End initialization code - DO NOT EDIT % --- Executes just before tutup is made visible. function tutup_OpeningFcn(hObject, eventdata, handles, varargin) % This function has no output args, see OutputFcn. % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % varargin command line arguments to tutup (see VARARGIN)
% Choose default command line output for tutup handles.output = 'Yes'; % Update handles structure guidata(hObject, handles); % Insert custom Title and Text if specified by the user % Hint: when choosing keywords, be sure they are not easily confused % with existing figure properties. See the output of set(figure) for % a list of figure properties. if(nargin > 3) for index = 1:2:(nargin-3), if nargin-3==index, break, end switch lower(varargin{index}) case 'title' set(hObject, 'Name', varargin{index+1}); case 'string' set(handles.text1, 'String', varargin{index+1}); end end end % Determine the position of the dialog - centered on the callback figure % if available, else, centered on the screen FigPos=get(0,'DefaultFigurePosition'); OldUnits = get(hObject, 'Units'); set(hObject, 'Units', 'pixels'); OldPos = get(hObject,'Position'); FigWidth = OldPos(3); FigHeight = OldPos(4); if isempty(gcbf) ScreenUnits=get(0,'Units'); set(0,'Units','pixels'); ScreenSize=get(0,'ScreenSize'); set(0,'Units',ScreenUnits); FigPos(1)=1/2*(ScreenSize(3)-FigWidth); FigPos(2)=2/3*(ScreenSize(4)-FigHeight); else GCBFOldUnits = get(gcbf,'Units'); set(gcbf,'Units','pixels'); GCBFPos = get(gcbf,'Position'); set(gcbf,'Units',GCBFOldUnits); FigPos(1:2) = [(GCBFPos(1) + GCBFPos(3) / 2) - FigWidth / 2, ... (GCBFPos(2) + GCBFPos(4) / 2) - FigHeight / 2]; end FigPos(3:4)=[FigWidth FigHeight]; set(hObject, 'Position', FigPos);
set(hObject, 'Units', OldUnits); % Show a question icon from dialogicons.mat - variables questIconData % and questIconMap load dialogicons.mat IconData=questIconData; questIconMap(256,:) = get(handles.figure1, 'Color'); IconCMap=questIconMap; Img=image(IconData, 'Parent', handles.axes1); set(handles.figure1, 'Colormap', IconCMap); set(handles.axes1, ... 'Visible', 'off', ... 'YDir' , 'reverse' , ... 'XLim' , get(Img,'XData'), ... 'YLim' , get(Img,'YData') ... ); % Make the GUI modal set(handles.figure1,'WindowStyle','modal') % UIWAIT makes tutup wait for user response (see UIRESUME) uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = tutup_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Get default command line output from handles structure varargout{1} = handles.output; % The figure can be deleted now delete(handles.figure1); % --- Executes on button press in btn_yes. function btn_yes_Callback(hObject, eventdata, handles) % hObject handle to btn_yes (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) handles.output = get(hObject,'String'); % Update handles structure guidata(hObject, handles);
% Use UIRESUME instead of delete because the OutputFcn needs % to get the updated handles structure. uiresume(handles.figure1); % --- Executes on button press in btn_no. function btn_no_Callback(hObject, eventdata, handles) % hObject handle to btn_no (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) handles.output = get(hObject,'String'); % Update handles structure guidata(hObject, handles); % Use UIRESUME instead of delete because the OutputFcn needs % to get the updated handles structure. uiresume(handles.figure1);
% --- Executes when user attempts to close figure1. function figure1_CloseRequestFcn(hObject, eventdata, handles) % hObject handle to figure1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) if isequal(get(handles.figure1, 'waitstatus'), 'waiting') % The GUI is still in UIWAIT, us UIRESUME uiresume(handles.figure1); else % The GUI is no longer waiting, just close it delete(handles.figure1); end
% --- Executes on key press over figure1 with no controls selected. function figure1_KeyPressFcn(hObject, eventdata, handles) % hObject handle to figure1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Check for "enter" or "escape" if isequal(get(hObject,'CurrentKey'),'escape') % User said no by hitting escape handles.output = 'No'; % Update handles structure guidata(hObject, handles);
uiresume(handles.figure1); end if isequal(get(hObject,'CurrentKey'),'return') uiresume(handles.figure1); end 4. File Pelatihan p1 = textread('pattern1.txt'); p2 = textread('pattern2.txt'); p3 = textread('pattern3.txt'); p4 = textread('pattern4.txt'); p5 = textread('pattern5.txt'); p6 = textread('pattern6.txt'); p7 = textread('pattern7.txt'); p8 = textread('pattern8.txt'); p9 = textread('pattern9.txt'); p10 = textread('pattern10.txt'); p11 = textread('pattern11.txt'); p12 = textread('pattern12.txt'); p13 = textread('pattern13.txt'); p14 = textread('pattern14.txt'); p15 = textread('pattern15.txt'); p16 = textread('pattern16.txt'); p17 = textread('pattern17.txt'); p18 = textread('pattern18.txt'); p19 = textread('pattern19.txt'); p20 = textread('pattern20.txt'); p21 = textread('pattern21.txt'); p22 = textread('pattern22.txt'); p23 = textread('pattern23.txt'); p24 = textread('pattern24.txt'); p25 = textread('pattern25.txt'); p26 = textread('pattern26.txt'); p27 = textread('pattern27.txt'); p28 = textread('pattern28.txt'); p29 = textread('pattern29.txt'); p30 = textread('pattern30.txt'); p31 = textread('pattern31.txt'); p32 = textread('pattern32.txt'); p33 = textread('pattern33.txt'); p34 = textread('pattern34.txt'); p35 = textread('pattern35.txt'); p36 = textread('pattern36.txt'); p37 = textread('pattern37.txt'); p38 = textread('pattern38.txt'); p39 = textread('pattern39.txt'); p40 = textread('pattern40.txt');
p1 = reshape(p1,1089,1); p2 = reshape(p2,1089,1); p3 = reshape(p3,1089,1); p4 = reshape(p4,1089,1); p5 = reshape(p5,1089,1); p6 = reshape(p6,1089,1); p7 = reshape(p7,1089,1); p8 = reshape(p8,1089,1); p9 = reshape(p9,1089,1); p10 = reshape(p10,1089,1); p11 = reshape(p11,1089,1); p12 = reshape(p12,1089,1); p13 = reshape(p13,1089,1); p14 = reshape(p14,1089,1); p15 = reshape(p15,1089,1); p16 = reshape(p16,1089,1); p17 = reshape(p17,1089,1); p18 = reshape(p18,1089,1); p19 = reshape(p19,1089,1); p20 = reshape(p20,1089,1); p21 = reshape(p21,1089,1); p22 = reshape(p22,1089,1); p23 = reshape(p23,1089,1); p24 = reshape(p24,1089,1); p25 = reshape(p25,1089,1); p26 = reshape(p26,1089,1); p27 = reshape(p27,1089,1); p28 = reshape(p28,1089,1); p29 = reshape(p29,1089,1); p30 = reshape(p30,1089,1); p31 = reshape(p31,1089,1); p32 = reshape(p32,1089,1); p33 = reshape(p33,1089,1); p34 = reshape(p34,1089,1); p35 = reshape(p35,1089,1); p36 = reshape(p36,1089,1); p37 = reshape(p37,1089,1); p38 = reshape(p38,1089,1); p39 = reshape(p39,1089,1); p40 = reshape(p40,1089,1);
p41 p42 p43 p44 p45 p46 p47 p48 p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89
= textread('pattern41.txt'); = textread('pattern42.txt'); = textread('pattern43.txt'); = textread('pattern44.txt'); = textread('pattern45.txt'); = textread('pattern46.txt'); = textread('pattern47.txt'); = textread('pattern48.txt'); = textread('pattern49.txt'); = textread('pattern50.txt'); = textread('pattern51.txt'); = textread('pattern52.txt'); = textread('pattern53.txt'); = textread('pattern54.txt'); = textread('pattern55.txt'); = textread('pattern56.txt'); = textread('pattern57.txt'); = textread('pattern58.txt'); = textread('pattern59.txt'); = textread('pattern60.txt'); = textread('pattern61.txt'); = textread('pattern62.txt'); = textread('pattern63.txt'); = textread('pattern64.txt'); = textread('pattern65.txt'); = textread('pattern66.txt'); = textread('pattern67.txt'); = textread('pattern68.txt'); = textread('pattern69.txt'); = textread('pattern70.txt'); = textread('pattern71.txt'); = textread('pattern72.txt'); = textread('pattern73.txt'); = textread('pattern74.txt'); = textread('pattern75.txt'); = textread('pattern76.txt'); = textread('pattern77.txt'); = textread('pattern78.txt'); = textread('pattern79.txt'); = textread('pattern80.txt'); = textread('pattern81.txt'); = textread('pattern82.txt'); = textread('pattern83.txt'); = textread('pattern84.txt'); = textread('pattern85.txt'); = textread('pattern86.txt'); = textread('pattern87.txt'); = textread('pattern88.txt'); = textread('pattern89.txt');
p41 p42 p43 p44 p45 p46 p47 p48 p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89
= reshape(p41,1089,1); = reshape(p42,1089,1); = reshape(p43,1089,1); = reshape(p44,1089,1); = reshape(p45,1089,1); = reshape(p46,1089,1); = reshape(p47,1089,1); = reshape(p48,1089,1); = reshape(p49,1089,1); = reshape(p50,1089,1); = reshape(p51,1089,1); = reshape(p52,1089,1); = reshape(p53,1089,1); = reshape(p54,1089,1); = reshape(p55,1089,1); = reshape(p56,1089,1); = reshape(p57,1089,1); = reshape(p58,1089,1); = reshape(p59,1089,1); = reshape(p60,1089,1); = reshape(p61,1089,1); = reshape(p62,1089,1); = reshape(p63,1089,1); = reshape(p64,1089,1); = reshape(p65,1089,1); = reshape(p66,1089,1); = reshape(p67,1089,1); = reshape(p68,1089,1); = reshape(p69,1089,1); = reshape(p70,1089,1); = reshape(p71,1089,1); = reshape(p72,1089,1); = reshape(p73,1089,1); = reshape(p74,1089,1); = reshape(p75,1089,1); = reshape(p76,1089,1); = reshape(p77,1089,1); = reshape(p78,1089,1); = reshape(p79,1089,1); = reshape(p80,1089,1); = reshape(p81,1089,1); = reshape(p82,1089,1); = reshape(p83,1089,1); = reshape(p84,1089,1); = reshape(p85,1089,1); = reshape(p86,1089,1); = reshape(p87,1089,1); = reshape(p88,1089,1); = reshape(p89,1089,1);
p90 = textread('pattern90.txt'); p90 = reshape(p90,1089,1); p91 = textread('pattern91.txt'); p91 = reshape(p91,1089,1); p92 = textread('pattern92.txt'); p92 = reshape(p92,1089,1); p93 = textread('pattern93.txt'); p93 = reshape(p93,1089,1); p94 = textread('pattern94.txt'); p94 = reshape(p94,1089,1); p95 = textread('pattern95.txt'); p95 = reshape(p95,1089,1); p96 = textread('pattern96.txt'); p96 = reshape(p96,1089,1); p97 = textread('pattern97.txt'); p97 = reshape(p97,1089,1); p98 = textread('pattern98.txt'); p98 = reshape(p98,1089,1); p99 = textread('pattern99.txt'); p99 = reshape(p99,1089,1); p100 = textread('pattern100.txt'); p100 = reshape(p100,1089,1); p101 = textread('pattern101.txt'); p101 = reshape(p101,1089,1); p102 = textread('pattern102.txt'); p102 = reshape(p102,1089,1); p103 = textread('pattern103.txt'); p103 = reshape(p103,1089,1); p104 = textread('pattern104.txt'); p104 = reshape(p104,1089,1); p105 = textread('pattern105.txt'); p105 = reshape(p105,1089,1); p106 = textread('pattern106.txt'); p106 = reshape(p106,1089,1); p107 = textread('pattern107.txt'); p107 = reshape(p107,1089,1); p108 = textread('pattern108.txt'); p108 = reshape(p108,1089,1); p109 = textread('pattern109.txt'); p109 = reshape(p109,1089,1); p110 = textread('pattern110.txt'); p110 = reshape(p110,1089,1); p111 = textread('pattern111.txt'); p111 = reshape(p111,1089,1); p112 = textread('pattern112.txt'); p112 = reshape(p112,1089,1); p113 = textread('pattern113.txt'); p113 = reshape(p113,1089,1); p114 = textread('pattern114.txt'); p114 = reshape(p114,1089,1); p115 = textread('pattern115.txt'); p115 = reshape(p115,1089,1); p116 = textread('pattern116.txt'); p116 = reshape(p116,1089,1); p117 = textread('pattern117.txt'); p117 = reshape(p117,1089,1); p118 = textread('pattern118.txt'); p118 = reshape(p118,1089,1); p119 = textread('pattern119.txt'); p119 = reshape(p119,1089,1); p120 = textread('pattern120.txt'); p120 = reshape(p120,1089,1); p121 = textread('pattern121.txt'); p121 = reshape(p121,1089,1); p122 = textread('pattern122.txt'); p122 = reshape(p122,1089,1); p123 = textread('pattern123.txt'); p123 = reshape(p123,1089,1); p124 = textread('pattern124.txt'); p124 = reshape(p124,1089,1); p125 = textread('pattern125.txt'); p125 = reshape(p125,1089,1); p126 = textread('pattern126.txt'); p126 = reshape(p126,1089,1); p127 = textread('pattern127.txt'); p127 = reshape(p127,1089,1); p128 = textread('pattern128.txt'); p128 = reshape(p128,1089,1); p = [p1 p2 p3 p4 p5 p6 p7 p8 p9 p10 p11 p12 p13 p14 p15 p16 p17 p18 p19 p20 p21 p22 p23 p24 p25 p26 p27 p28 p29 p30 p31 p32 p33 p34 p35 p36 p37 p38 p39 p40 p41 p42 p43 p44 p45 p46 p47 p48 p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89 p90 p91 p92 p93 p94 p95 p96 p97 p98 p99 p100 p101 p102 p103 p104 p105 p106 p107 p108 p109 p110 p111 p112 p113 p114 p115 p116 p117 p118 p119 p120 p121 p122 p123 p124 p125 p126 p127 p128];
t1 = [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 00000001000000000000000100000000000000010000 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]; t2 = [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 00000000100000000000000010000000000000001000 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0]; t3 = [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 00000000010000000000000001000000000000000100 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0]; t4 = [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 00000000001000000000000000100000000000000010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0]; t5 = [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 00000000000100000000000000010000000000000001 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0]; t6 = [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 00000000000010000000000000001000000000000000 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0]; t7 = [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 00000000000001000000000000000100000000000000 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0]; t8 = [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 00000000000000100000000000000010000000000000 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0]; t9 = [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 00000000000000010000000000000001000000000000 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0]; t10 = [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10000000000000001000000000000000100000000000 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0]; t11 = [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 01000000000000000100000000000000010000000000 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0]; t12 = [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 00100000000000000010000000000000001000000000 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0]; t13 = [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 00010000000000000001000000000000000100000000 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0]; t14 = [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 00001000000000000000100000000000000010000000 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0]; t15 = [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 00000100000000000000010000000000000001000000 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0]; t16 = [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 00000010000000000000001000000000000000100000 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1]; net1 = newp(minmax(p), 1)
net1 = train(net1,p,t1) bobot1 = net1.IW{1,1} dlmwrite('bobot1.txt',bobot1''); bias1 = net1.b{1} dlmwrite('bias1.txt',bias1''); net2 = newp(minmax(p), 1) net2 = train(net2,p,t2) bobot2 = net2.IW{1,1} dlmwrite('bobot2.txt',bobot2''); bias2 = net2.b{1} dlmwrite('bias2.txt',bias2''); net3 = newp(minmax(p), 1) net3 = train(net3,p,t3) bobot3 = net3.IW{1,1} dlmwrite('bobot3.txt',bobot3''); bias3 = net3.b{1} dlmwrite('bias3.txt',bias3''); net4 = newp(minmax(p), 1) net4 = train(net4,p,t4) bobot4 = net4.IW{1,1} dlmwrite('bobot4.txt',bobot4''); bias4 = net4.b{1} dlmwrite('bias4.txt',bias4''); net5 = newp(minmax(p), 1) net5 = train(net5,p,t5) bobot5 = net5.IW{1,1} dlmwrite('bobot5.txt',bobot5''); bias5 = net5.b{1} dlmwrite('bias5.txt',bias5''); net6 = newp(minmax(p), 1) net6 = train(net6,p,t6) bobot6 = net6.IW{1,1} dlmwrite('bobot6.txt',bobot6''); bias6 = net6.b{1} dlmwrite('bias6.txt',bias6''); net7 = newp(minmax(p), 1) net7 = train(net7,p,t7) bobot7 = net7.IW(1,1) dlmwrite('bobot7.txt',bobot7''); bias7 = net7.b{1} dlmwrite('bias7.txt',bias7''); net8 = newp(minmax(p), 1) net8 = train(net8,p,t8) bobot8 = net8.IW{1,1} dlmwrite('bobot8.txt',bobot8''); bias8 = net8.b{1} dlmwrite('bias8.txt',bias8''); net9 = newp(minmax(p), 1) net9 = train(net9,p,t9)
bobot9 = net9.IW{1,1} dlmwrite('bobot9.txt',bobot9''); bias9 = net9.b{1} dlmwrite('bias9.txt',bias9''); net10 = newp(minmax(p), 1) net10 = train(net10,p,t10) bobot10 = net10.IW{1,1} dlmwrite('bobot10.txt',bobot10''); bias10 = net10.b{1} dlmwrite('bias10.txt',bias10''); net11 = newp(minmax(p), 1) net11 = train(net11,p,t11) bobot11 = net11.IW{1,1} dlmwrite('bobot11.txt',bobot11''); bias11 = net11.b{1} dlmwrite('bias11.txt',bias11''); net12 = newp(minmax(p), 1) net12 = train(net11,p,t12) bobot12 = net12.IW{1,1} dlmwrite('bobot12.txt',bobot12''); bias12 = net12.b{1} dlmwrite('bias12.txt',bias12''); net13 = newp(minmax(p), 1) net13 = train(net13,p,t13) bobot13 = net13.IW{1,1} dlmwrite('bobot13.txt',bobot13''); bias13 = net13.b{1} dlmwrite('bias13.txt',bias13''); net14 = newp(minmax(p), 1) net14 = train(net14,p,t14) bobot14 = net14.IW{1,1} dlmwrite('bobot14.txt',bobot14''); bias14 = net14.b{1} dlmwrite('bias14.txt',bias14''); net15 = newp(minmax(p), 1) net15 = train(net15,p,t15) bobot15 = net15.IW{1,1} dlmwrite('bobot15.txt',bobot15''); bias15 = net15.b{1} dlmwrite('bias15.txt',bias15''); net16 = newp(minmax(p), 1) net16 = train(net16,p,t16) bobot16 = net16.IW{1,1} dlmwrite('bobot16.txt',bobot16''); bias16 = net16.b{1} dlmwrite('bias16.txt',bias16'');
5. File Uji Data Latihan p1 = textread('pattern1.txt'); p2 = textread('pattern2.txt'); p3 = textread('pattern3.txt'); p4 = textread('pattern4.txt'); p5 = textread('pattern5.txt'); p6 = textread('pattern6.txt'); p7 = textread('pattern7.txt'); p8 = textread('pattern8.txt'); p9 = textread('pattern9.txt'); p10 = textread('pattern10.txt'); p11 = textread('pattern11.txt'); p12 = textread('pattern12.txt'); p13 = textread('pattern13.txt'); p14 = textread('pattern14.txt'); p15 = textread('pattern15.txt'); p16 = textread('pattern16.txt'); p17 = textread('pattern17.txt'); p18 = textread('pattern18.txt'); p19 = textread('pattern19.txt'); p20 = textread('pattern20.txt'); p21 = textread('pattern21.txt'); p22 = textread('pattern22.txt'); p23 = textread('pattern23.txt'); p24 = textread('pattern24.txt'); p25 = textread('pattern25.txt'); p26 = textread('pattern26.txt'); p27 = textread('pattern27.txt'); p28 = textread('pattern28.txt'); p29 = textread('pattern29.txt'); p30 = textread('pattern30.txt'); p31 = textread('pattern31.txt'); p32 = textread('pattern32.txt'); p33 = textread('pattern33.txt'); p34 = textread('pattern34.txt'); p35 = textread('pattern35.txt'); p36 = textread('pattern36.txt'); p37 = textread('pattern37.txt'); p38 = textread('pattern38.txt'); p39 = textread('pattern39.txt'); p40 = textread('pattern40.txt'); p41 = textread('pattern41.txt'); p42 = textread('pattern42.txt'); p43 = textread('pattern43.txt'); p44 = textread('pattern44.txt'); p45 = textread('pattern45.txt'); p46 = textread('pattern46.txt'); p47 = textread('pattern47.txt'); p48 = textread('pattern48.txt');
p1 = reshape(p1,1089,1); p2 = reshape(p2,1089,1); p3 = reshape(p3,1089,1); p4 = reshape(p4,1089,1); p5 = reshape(p5,1089,1); p6 = reshape(p6,1089,1); p7 = reshape(p7,1089,1); p8 = reshape(p8,1089,1); p9 = reshape(p9,1089,1); p10 = reshape(p10,1089,1); p11 = reshape(p11,1089,1); p12 = reshape(p12,1089,1); p13 = reshape(p13,1089,1); p14 = reshape(p14,1089,1); p15 = reshape(p15,1089,1); p16 = reshape(p16,1089,1); p17 = reshape(p17,1089,1); p18 = reshape(p18,1089,1); p19 = reshape(p19,1089,1); p20 = reshape(p20,1089,1); p21 = reshape(p21,1089,1); p22 = reshape(p22,1089,1); p23 = reshape(p23,1089,1); p24 = reshape(p24,1089,1); p25 = reshape(p25,1089,1); p26 = reshape(p26,1089,1); p27 = reshape(p27,1089,1); p28 = reshape(p28,1089,1); p29 = reshape(p29,1089,1); p30 = reshape(p30,1089,1); p31 = reshape(p31,1089,1); p32 = reshape(p32,1089,1); p33 = reshape(p33,1089,1); p34 = reshape(p34,1089,1); p35 = reshape(p35,1089,1); p36 = reshape(p36,1089,1); p37 = reshape(p37,1089,1); p38 = reshape(p38,1089,1); p39 = reshape(p39,1089,1); p40 = reshape(p40,1089,1); p41 = reshape(p41,1089,1); p42 = reshape(p42,1089,1); p43 = reshape(p43,1089,1); p44 = reshape(p44,1089,1); p45 = reshape(p45,1089,1); p46 = reshape(p46,1089,1); p47 = reshape(p47,1089,1); p48 = reshape(p48,1089,1);
p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89 p90 p91 p92 p93 p94 p95 p96 p97
= textread('pattern49.txt'); = textread('pattern50.txt'); = textread('pattern51.txt'); = textread('pattern52.txt'); = textread('pattern53.txt'); = textread('pattern54.txt'); = textread('pattern55.txt'); = textread('pattern56.txt'); = textread('pattern57.txt'); = textread('pattern58.txt'); = textread('pattern59.txt'); = textread('pattern60.txt'); = textread('pattern61.txt'); = textread('pattern62.txt'); = textread('pattern63.txt'); = textread('pattern64.txt'); = textread('pattern65.txt'); = textread('pattern66.txt'); = textread('pattern67.txt'); = textread('pattern68.txt'); = textread('pattern69.txt'); = textread('pattern70.txt'); = textread('pattern71.txt'); = textread('pattern72.txt'); = textread('pattern73.txt'); = textread('pattern74.txt'); = textread('pattern75.txt'); = textread('pattern76.txt'); = textread('pattern77.txt'); = textread('pattern78.txt'); = textread('pattern79.txt'); = textread('pattern80.txt'); = textread('pattern81.txt'); = textread('pattern82.txt'); = textread('pattern83.txt'); = textread('pattern84.txt'); = textread('pattern85.txt'); = textread('pattern86.txt'); = textread('pattern87.txt'); = textread('pattern88.txt'); = textread('pattern89.txt'); = textread('pattern90.txt'); = textread('pattern91.txt'); = textread('pattern92.txt'); = textread('pattern93.txt'); = textread('pattern94.txt'); = textread('pattern95.txt'); = textread('pattern96.txt'); = textread('pattern97.txt');
p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89 p90 p91 p92 p93 p94 p95 p96 p97
= reshape(p49,1089,1); = reshape(p50,1089,1); = reshape(p51,1089,1); = reshape(p52,1089,1); = reshape(p53,1089,1); = reshape(p54,1089,1); = reshape(p55,1089,1); = reshape(p56,1089,1); = reshape(p57,1089,1); = reshape(p58,1089,1); = reshape(p59,1089,1); = reshape(p60,1089,1); = reshape(p61,1089,1); = reshape(p62,1089,1); = reshape(p63,1089,1); = reshape(p64,1089,1); = reshape(p65,1089,1); = reshape(p66,1089,1); = reshape(p67,1089,1); = reshape(p68,1089,1); = reshape(p69,1089,1); = reshape(p70,1089,1); = reshape(p71,1089,1); = reshape(p72,1089,1); = reshape(p73,1089,1); = reshape(p74,1089,1); = reshape(p75,1089,1); = reshape(p76,1089,1); = reshape(p77,1089,1); = reshape(p78,1089,1); = reshape(p79,1089,1); = reshape(p80,1089,1); = reshape(p81,1089,1); = reshape(p82,1089,1); = reshape(p83,1089,1); = reshape(p84,1089,1); = reshape(p85,1089,1); = reshape(p86,1089,1); = reshape(p87,1089,1); = reshape(p88,1089,1); = reshape(p89,1089,1); = reshape(p90,1089,1); = reshape(p91,1089,1); = reshape(p92,1089,1); = reshape(p93,1089,1); = reshape(p94,1089,1); = reshape(p95,1089,1); = reshape(p96,1089,1); = reshape(p97,1089,1);
p98 = textread('pattern98.txt'); p98 = reshape(p98,1089,1); p99 = textread('pattern99.txt'); p99 = reshape(p99,1089,1); p100 = textread('pattern100.txt'); p100 = reshape(p100,1089,1); p101 = textread('pattern101.txt'); p101 = reshape(p101,1089,1); p102 = textread('pattern102.txt'); p102 = reshape(p102,1089,1); p103 = textread('pattern103.txt'); p103 = reshape(p103,1089,1); p104 = textread('pattern104.txt'); p104 = reshape(p104,1089,1); p105 = textread('pattern105.txt'); p105 = reshape(p105,1089,1); p106 = textread('pattern106.txt'); p106 = reshape(p106,1089,1); p107 = textread('pattern107.txt'); p107 = reshape(p107,1089,1); p108 = textread('pattern108.txt'); p108 = reshape(p108,1089,1); p109 = textread('pattern109.txt'); p109 = reshape(p109,1089,1); p110 = textread('pattern110.txt'); p110 = reshape(p110,1089,1); p111 = textread('pattern111.txt'); p111 = reshape(p111,1089,1); p112 = textread('pattern112.txt'); p112 = reshape(p112,1089,1); p113 = textread('pattern113.txt'); p113 = reshape(p113,1089,1); p114 = textread('pattern114.txt'); p114 = reshape(p114,1089,1); p115 = textread('pattern115.txt'); p115 = reshape(p115,1089,1); p116 = textread('pattern116.txt'); p116 = reshape(p116,1089,1); p117 = textread('pattern117.txt'); p117 = reshape(p117,1089,1); p118 = textread('pattern118.txt'); p118 = reshape(p118,1089,1); p119 = textread('pattern119.txt'); p119 = reshape(p119,1089,1); p120 = textread('pattern120.txt'); p120 = reshape(p120,1089,1); p121 = textread('pattern121.txt'); p121 = reshape(p121,1089,1); p122 = textread('pattern122.txt'); p122 = reshape(p122,1089,1); p123 = textread('pattern123.txt'); p123 = reshape(p123,1089,1); p124 = textread('pattern124.txt'); p124 = reshape(p124,1089,1); p125 = textread('pattern125.txt'); p125 = reshape(p125,1089,1); p126 = textread('pattern126.txt'); p126 = reshape(p126,1089,1); p127 = textread('pattern127.txt'); p127 = reshape(p127,1089,1); p128 = textread('pattern128.txt'); p128 = reshape(p128,1089,1); p = [p1 p2 p3 p4 p5 p6 p7 p8 p9 p10 p11 p12 p13 p14 p15 p16 p17 p18 p19 p20 p21 p22 p23 p24 p25 p26 p27 p28 p29 p30 p31 p32 p33 p34 p35 p36 p37 p38 p39 p40 p41 p42 p43 p44 p45 p46 p47 p48 p49 p50 p51 p52 p53 p54 p55 p56 p57 p58 p59 p60 p61 p62 p63 p64 p65 p66 p67 p68 p69 p70 p71 p72 p73 p74 p75 p76 p77 p78 p79 p80 p81 p82 p83 p84 p85 p86 p87 p88 p89 p90 p91 p92 p93 p94 p95 p96 p97 p98 p99 p100 p101 p102 p103 p104 p105 p106 p107 p108 p109 p110 p111 p112 p113 p114 p115 p116 p117 p118 p119 p120 p121 p122 p123 p124 p125 p126 p127 p128]; net1 = newp(minmax(p),1); net1.IW{1,1} = textread('bobot1.txt'); net1.b{1} = textread('bias1.txt'); net2 = newp(minmax(p),1); net2.IW{1,1} = textread('bobot2.txt'); net2.b{1} = textread('bias2.txt'); net3 = newp(minmax(p),1); net3.IW{1,1} = textread('bobot3.txt'); net3.b{1} = textread('bias3.txt'); net4 = newp(minmax(p),1);
net4.IW{1,1} = textread('bobot4.txt'); net4.b{1} = textread('bias4.txt'); net5 = newp(minmax(p),1); net5.IW{1,1} = textread('bobot5.txt'); net5.b{1} = textread('bias5.txt'); net6 = newp(minmax(p),1); net6.IW{1,1} = textread('bobot6.txt'); net6.b{1} = textread('bias6.txt'); net7 = newp(minmax(p),1); net7.IW{1,1} = textread('bobot7.txt'); net7.b{1} = textread('bias7.txt'); net8 = newp(minmax(p),1); net8.IW{1,1} = textread('bobot8.txt'); net8.b{1} = textread('bias8.txt'); net9 = newp(minmax(p),1); net9.IW{1,1} = textread('bobot9.txt'); net9.b{1} = textread('bias9.txt'); net10 = newp(minmax(p),1); net10.IW{1,1} = textread('bobot10.txt'); net10.b{1} = textread('bias10.txt'); net11 = newp(minmax(p),1); net11.IW{1,1} = textread('bobot11.txt'); net11.b{1} = textread('bias11.txt'); net12 = newp(minmax(p),1); net12.IW{1,1} = textread('bobot12.txt'); net12.b{1} = textread('bias12.txt'); net13 = newp(minmax(p),1); net13.IW{1,1} = textread('bobot13.txt'); net13.b{1} = textread('bias13.txt'); net14 = newp(minmax(p),1); net14.IW{1,1} = textread('bobot14.txt'); net14.b{1} = textread('bias14.txt'); net15 = newp(minmax(p),1); net15.IW{1,1} = textread('bobot15.txt'); net15.b{1} = textread('bias15.txt'); net16 = newp(minmax(p),1); net16.IW{1,1} = textread('bobot16.txt'); net16.b{1} = textread('bias16.txt'); y1 = sim(net1,p) y2 = sim(net2,p) y3 = sim(net3,p) y4 = sim(net4,p) y5 = sim(net5,p) y6 = sim(net6,p) y7 = sim(net7,p) y8 = sim(net8,p) y9 = sim(net9,p) y10 = sim(net10,p) y11 = sim(net11,p)
y12 = sim(net12,p) y13 = sim(net13,p) y14 = sim(net14,p) y15 = sim(net15,p) y16 = sim(net16,p)
LAMPIRAN B GRAFIK HASIL PELATIHAN
Grafik hasil pelatihan jaringan 1
Grafik hasil pelatihan jaringan 2
Grafik hasil pelatihan jaringan 3
Grafik hasil pelatihan jaringan 4
Grafik hasil pelatihan jaringan 5
Grafik hasil pelatihan jaringan 6
Grafik hasil pelatihan jaringan 7
Grafik hasil pelatihan jaringan 8
Grafik hasil pelatihan jaringan 9
Grafik hasil pelatihan jaringan 10
Grafik hasil pelatihan jaringan 11
Grafik hasil pelatihan jaringan 12
Grafik hasil pelatihan jaringan 13
Grafik hasil pelatihan jaringan 14
Grafik hasil pelatihan jaringan 15
Grafik hasil pelatihan jaringan 16
LAMPIRAN C HASIL PENGUJIAN
1. Hasil Pengujian QR Code yang sudah dilatih Pattern
1
2
3
4
5
6
7
8
Gambar
Target
Output
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
Hasil
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
9
10
11
12
13
14
15
16
17
18
19
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
20
21
22
23
24
25
26
27
28
29
30
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
31
32
33
34
35
36
37
38
39
40
41
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
42
43
44
45
46
47
48
49
50
51
52
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
53
54
55
56
57
58
59
60
61
62
63
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
64
65
66
67
68
69
70
71
72
73
74
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
75
76
77
78
79
80
81
82
83
84
85
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
86
87
88
89
90
91
92
93
94
95
96
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
97
98
99
100
101
102
103
104
105
106
107
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
108
109
110
111
112
113
114
115
116
117
118
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
10000000
Universitas Gajah Mada
00000000
Yogya
01000000
Universitas Indonesia
00000000
Jakarta
00100000
Universitas Sumatera
00000000
Utara
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00000100
Universitas Andalas
00000000
Padang
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
119
120
121
122
123
124
125
126
127
128
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Sam
00010000
Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Nusa
00000100
Cendana
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
2. Hasil Pengujian QR Code yang belum dilatih Pattern
129
130
131
132
133
134
135
136
137
138
QR Code
Target
Output
Hasil
Universitas Gajah Mada Yogya
BENAR
Universitas Gajah Mada Yogya
BENAR
Universitas Gajah Mada Yogya
BENAR
Universitas Gajah Mada Yogya
BENAR
00000000
Universitas Gajah Mada Yogya
BENAR
01000000
Universitas Indonesia
00000000
Jakarta
10000000 00000000 10000000 00000000 10000000 00000000 10000000 00000000 10000000
01000000
BENAR
Universitas Indonesia Jakarta
BENAR
Universitas Indonesia Jakarta
BENAR
00000000
Universitas Indonesia Jakarta
BENAR
01000000 00000000
Universitas Indonesia Jakarta
BENAR
00000000 01000000 00000000 01000000
139
140
141
142
143
144
145
146
147
148
149
00010000
Universitas Airlangga
00000000
Surabaya
00010000
Universitas Airlangga
00000000
Surabaya
00010000
Universitas Airlangga
00000000
Surabaya
00010000
Universitas Airlangga
00000000
Surabaya
00010000
Universitas Airlangga
00000000
Surabaya
00001000
Universitas Hasanuddin
00000000
Makassar
00001000
Universitas Hasanuddin
00000000
Makassar
00001000
Universitas Hasanuddin
00000000
Makassar
00001000
Universitas Hasanuddin
00000000
Makassar
00001000
Universitas Hasanuddin
00000000
Makassar
00000100 00000000
Universitas Andalas Padang
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
150
151
152
153
154
155
156
157
158
159
160
00000100 00000000 00000100 00000000 00000100 00000000 00000100 00000000
Universitas Andalas Padang
BENAR
Universitas Andalas Padang
BENAR
Universitas Andalas Padang
BENAR
Universitas Andalas Padang
BENAR
00000010
Universitas Padjajaran
00000000
Bandung
00000010
Universitas Padjajaran
00000000
Bandung
00000010
Universitas Padjajaran
00000000
Bandung
00000010
Universitas Padjajaran
00000000
Bandung
00000010
Universitas Padjajaran
00000000
Bandung
00000001
Universitas Diponegoro
00000000
Semarang
00000001
Universitas Diponegoro
00000000
Semarang
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
161
162
163
164
165
166
167
168
169
170
171
00000001
Universitas Diponegoro
00000000
Semarang
00000001
Universitas Diponegoro
00000000
Semarang
00000001
Universitas Diponegoro
00000000
Semarang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Sriwijaya
10000000
Palembang
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Lambung
01000000
Mangkurat
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
172
173
174
175
176
177
178
179
180
181
182
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Lambung
01000000
Mangkurat
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Syiah Kuala
00100000
Banda
00000000
Universitas Syiah Kuala
00100000
Banda
00000000 00010000 00000000 00010000 00000000 00010000 00000000 00010000
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
Universitas Sam Ratulangi
BENAR
Universitas Sam Ratulangi
BENAR
Universitas Sam Ratulangi
BENAR
Universitas Sam Ratulangi
BENAR
183
184
185
186
187
188
189
190
191
192
193
00000000 00010000
Universitas Sam Ratulangi
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Udayana
00001000
Denpasar
00000000
Universitas Udayana
00001000
Denpasar
00000000 00000100 00000000 00000100 00000000 00000100 00000000 00000100 00000000 00000100
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
Universitas Nusa Cendana
BENAR
Universitas Nusa Cendana
BENAR
Universitas Nusa Cendana
BENAR
Universitas Nusa Cendana
BENAR
Universitas Nusa Cendana
BENAR
194
195
196
197
198
199
200
201
202
203
204
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mulawarman
00000010
Samarinda
00000000
Universitas Mataram,
00000001
Mataram
00000000
Universitas Mataram,
00000001
Mataram
00000000
Universitas Mataram,
00000001
Mataram
00000000
Universitas Mataram,
00000001
Mataram
00000000
Universitas Mataram,
00000001
Mataram
00100000 00000000
Universitas Sumatera Utara
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
BENAR
205
206
207
208
00100000 00000000 00100000 00000000 00100000 00000000 00100000 00000000
Universitas Sumatera Utara
BENAR
Universitas Sumatera Utara
BENAR
Universitas Sumatera Utara
BENAR
Universitas Sumatera Utara
BENAR
