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首頁 > 行業(yè)資訊 > 【SVM預(yù)測】基于支持向量機(jī)實現(xiàn)鋼厚度預(yù)測含Matlab源碼

【SVM預(yù)測】基于支持向量機(jī)實現(xiàn)鋼厚度預(yù)測含Matlab源碼

時間:2022-04-21 來源: 瀏覽:

【SVM預(yù)測】基于支持向量機(jī)實現(xiàn)鋼厚度預(yù)測含Matlab源碼

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收錄于話題 #神經(jīng)網(wǎng)絡(luò)預(yù)測matlab源碼 245個

1 簡介

鋼厚度的預(yù)測是通常的數(shù)學(xué)統(tǒng)計方法難以擬合的.支持向量機(jī)方法能夠解決小樣本情況下非線性函數(shù)擬合的通用性和推廣性問題,是求復(fù)雜的非線性擬合函數(shù)的一種有效的技術(shù).模型及實例表明,該方法對儲層厚度的預(yù)測是有效的.

2 部分代碼

function varargout = XuiGaiMiMa(varargin) % XUIGAIMIMA MATLAB code for XuiGaiMiMa.fig % XUIGAIMIMA, by itself, creates a new XUIGAIMIMA or raises the existing % singleton*. % % H = XUIGAIMIMA returns the handle to a new XUIGAIMIMA or the handle to % the existing singleton*. % % XUIGAIMIMA( ’CALLBACK’ ,hObject,eventData,handles,...) calls the local % function named CALLBACK in XUIGAIMIMA.M with the given input arguments. % % XUIGAIMIMA( ’Property’ , ’Value’ ,...) creates a new XUIGAIMIMA or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before XuiGaiMiMa_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to XuiGaiMiMa_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 XuiGaiMiMa % Last Modified by GUIDE v2.5 04-May-2020 23:48:18 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct(’gui_Name’, mfilename, ... ’gui_Singleton’, gui_Singleton, ... ’gui_OpeningFcn’, @XuiGaiMiMa_OpeningFcn, ... ’gui_OutputFcn’, @XuiGaiMiMa_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 XuiGaiMiMa is made visible. function XuiGaiMiMa_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 XuiGaiMiMa (see VARARGIN) % Choose default command line output for XuiGaiMiMa handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes XuiGaiMiMa wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = XuiGaiMiMa_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 set( handles.edit1,’FontName’,’Symbol’); % --- 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 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 set( handles.edit2,’FontName’,’Symbol’); % --- 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 pushbutton1. function pushbutton1_Callback(hObject, eventdata, handles) % hObject handle to pushbutton1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) load userData temp1=get(handles.edit1,’String’); temp2=get(handles.edit3,’String’); temp3=get(handles.edit4,’String’); % % 查找用戶編號 no=0; for i=1:length(userData.username) if strcmp(userData.username{i},temp3) no=i; end end if no~=0 set(handles.text5,’String’,’該用戶名已存在’); else if strcmp(temp2,temp1) set(handles.text5,’String’,’注冊成功’); else set(handles.text5,’String’,’注冊失敗’); end userData.username=[userData.username;{temp3}]; userData.password=[userData.password;{temp1}]; save(’userData’,’userData’) end 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 set( handles.edit3,’FontName’,’Symbol’); % --- 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 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 function edit4_Callback(hObject, eventdata, handles) % hObject handle to edit4 (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 edit4 as text % str2double(get(hObject,’ String ’)) returns contents of edit4 as a double % --- Executes during object creation, after setting all properties. function edit4_CreateFcn(hObject, eventdata, handles) % hObject handle to edit4 (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 仿真結(jié)果

4 參考文獻(xiàn)

[1]陸樹勤等. "基于支持向量機(jī)的儲層厚度預(yù)測方法及應(yīng)用." 復(fù)雜油氣藏 013.003(2008):24-26.

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