matlab_HMM天气预测_用隐马尔科夫模型进行未来天气的预测_带GUI

function varargout = Weather(varargin) % WEATHER MATLAB code for Weather.fig % WEATHER, by itself, creates a new WEATHER or raises the existing % singleton*. % % H = WEATHER returns the handle to a new WEATHER or the handle to % the existing singleton*. % % WEATHER('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in WEATHER.M with the given input arguments. % % WEATHER('Property','Value',...) creates a new WEATHER or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before Weather_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to Weather_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 Weather % Last Modified by GUIDE v2.5 30-May-2017 08:29:57 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Weather_OpeningFcn, ... 'gui_OutputFcn', @Weather_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 Weather is made visible. function Weather_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 Weather (see VARARGIN) % Choose default command line output for Weather handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes Weather wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = Weather_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; function edit1_Callback(hObject, eventdata, handles) % hObject handle to edit1 (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 edit1 as text % str2double(get(hObject,'String')) returns contents of edit1 as a double % --- Executes during object creation, after setting all properties. function edit1_CreateFcn(hObject, eventdata, handles) % hObject handle to edit1 (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 % --- Executes on button press in pre2. function pre2_Callback(hObject, eventdata, handles) % hObject handle to pre2 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) seq=[2,2,2,3,3,3,3,3,3,3,2,2,2,2,2,3,2,2,3,2,2,2,2,2,3,1,2,2,2,2,3,1,3,3,3,2,2,2,3,2,2,3,1,2,2,2,2,2,3,1,1,2,2,1,1,3,3,1,2,2,2,3,3]; states=[1,1,1,2,2,2,1,1,2,2,1,1,1,1,1,3,2,1,1,2,2,3,1,1,2,2,1,1,1,2,3,2,1,2,2,1,3,1,3,2,1,1,2,1,1,1,1,1,2,2,3,1,1,2,3,2,2,2,1,1,3,2,2]; [trans,emis]=hmmestimate(seq,states); [transuse,emisuse]=hmmtrain(seq,trans,emis); str1=get(handles.edit24,'String'); num1=str2double(str1); str2=get(handles.edit25,'String'); num2=str2double(str2); str3=get(handles.edit26,'String'); num3=str2double(str3); seq=[num1,num2,num3]; likelystates = hmmviterbi(seq, transuse, emisuse); set(handles.edit7,'String',likelystates(1)); set(handles.edit8,'String',likelystates(2)); set(handles.edit9,'String',likelystates(3)); pstates = hmmdecode(seq,transuse,emisuse); pstates=round(pstates*10000)/10000; res{1,1}=num2str(pstates(1,1)); res{1,2}=num2str(pstates(1,2)); res{1,3}=num2str(pstates(1,3)); res{2,1}=num2str(pstates(2,1)); res{2,2}=num2str(pstates(2,2)); res{2,3}=num2str(pstates(2,3)); res{3,1}=num2str(pstates(3,1)); res{3,2}=num2str(pstates(3,2)); res{3,3}=num2str(pstates(3,3)); set(handles.uitable2,'data',res); function edit2_Callback(hObject, eventdata, handles) % hObject handle to edit2 (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 edit2 as text % str2double(get(hObject,'String')) returns contents of edit2 as a double % --- Executes during object creation, after setting all properties. function edit2_CreateFcn(hObject, eventdata, handles) % hObject handle to edit2 (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 % --- Executes on button press in pre1. function pre1_Callback(hObject, eventdata, handles) % hObject handle to pre1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) seq=[1 1 2 2 1 1 1 1 1 1 1 1 1 1 2 2 2 2 3 3 2 2 3 4 3 2 2 2 3 2 1 1 1 1 1 1 2 2 3 3 4 3 2 1 1 1 1 2 2 2 2 1 1 1 1 1 2 2 3 4 4]; states=[2 2 2 2 2 1 2 2 2 1 1 2 2 2 1 1 1 2 1 3 1 1 3 3 1 1 2 2 2 1 2 2 2 2 2 2 1 2 3 3 3 1 1 2 2 2 2 3 1 1 2 2 2 2 2 2 2 1 3 3 3]; [trans,emis]=hmmestimate(seq,states); [transuse,emisuse]=hmmtrain(seq,trans,emis); str1=get(handles.edit18,'String'); num1=str2double(str1); str2=get(handles.edit19,'String'); num2=str2double(str2); str3=get(handles.edit20,'String'); num3=str2double(str3); seq=[num1,num2,num3]; likelystates = hmmviterbi(seq, transuse, emisuse); set(handles.edit4,'String',likelystates(1)); set(handles.edit5,'String',likelystates(2)); set(handles.edit6,'String',likelystates(3)); pstates = hmmdecode(seq,transuse,emisuse); pstates=round(pstates*10000)/10000; res{1,1}=num2str(pstates(1,1)); res{1,2}=num2str(pstates(1,2)); res{1,3}=num2str(pstates(1,3)); res{2,1}=num2str(pstates(2,1)); res{2,2}=num2str(pstates(2,2)); res{2,3}=num2str(pstates(2,3)); res{3,1}=num2str(pstates(3,1)); res{3,2}=num2str(pstates(3,2)); res{3,3}=num2str(pstates(3,3)); set(handles.uitable1,'data',res); function edit3_Callback(hObject, eventdata, handles) % hObject handle to edit3 (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 edit3 as text % str2double(get(hObject,'String')) returns contents of edit3 as a double % --- Executes during object creation, after setting all properties. function edit3_CreateFcn(hObject, eventdata, handles) % hObject handle to edit3 (see GCBO) % eventdata reserved - to be defined in a fut