Optimization_toolbox.m Toolbox_all_algorithms - matlab工具箱源码

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    function varargout = Optimization_toolbox(varargin)
%___________________________________________________________________%
%  Optimization toolbox version 1.0                                 %
%                                                                   %
%  Developed in MATLAB R2011b(7.13)                                 %
%                                                                   %
%  Author and programmer: Seyedali Mirjalili                        %
%                                                                   %
%         e-Mail: ali.mirjalili@gmail.com                           %
%                 seyedali.mirjalili@griffithuni.edu.au             %
%___________________________________________________________________%
%                                                                   
%
% You can simply define your cost function in a seperate file.
% The default name of the objective function is CostFunction.
% If you have a look at the CostFunction.m file, you may notice
% that the cost function gets the variables in a vector ([x1 x2 ... xn]) and
% returns the objective value. You can either write you objective function
% in this file or create a new file and pass its name to the toolbox.
% Remember to follow the same structure for input and output if you decided 
% to go for the second option. 
%
% The lower bounds and upper bounds of variables should also be witten as
% lb1,lb2,...,lbn and ub1,ub2,...,ubn
%
% If all of the variables have equal lower and/or upper bounds you can just
% define lb and ub as two single number numbers: lb, ub

% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name',       mfilename, ...
                   'gui_Singleton',  gui_Singleton, ...
                   'gui_OpeningFcn', @Optimization_toolbox_OpeningFcn, ...
                   'gui_OutputFcn',  @Optimization_toolbox_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

addpath('./GWO')
addpath('./ALO')
addpath('./MVO')
addpath('./DA')
addpath('./MFO')
addpath('./SCA')
addpath('./WOA')

% --- Executes just before Optimization_toolbox is made visible.
function Optimization_toolbox_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 Optimization_toolbox (see VARARGIN)

% Choose default command line output for Optimization_toolbox
handles.output = hObject;

% Update handles structure
guidata(hObject, handles);

% UIWAIT makes Optimization_toolbox wait for user response (see UIRESUME)
% uiwait(handles.figure1);





% --- Outputs from this function are returned to the command line.
function varargout = Optimization_toolbox_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;
labelStr = '<html><center><a href="">alimirjalili.com';
cbStr = 'web(''http://www.alimirjalili.com'');';
hButton = uicontrol('string',labelStr,'pos',[150,20,100,35],'callback',cbStr);

labelStr = '<html><center><a href="">Find the papers';
cbStr = 'web(''http://alimirjalili.com/Publication.html'');';
hButton = uicontrol('string',labelStr,'pos',[50,20,100,35],'callback',cbStr);




function WolfNo_Callback(hObject, eventdata, handles)
% hObject    handle to WolfNo (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 WolfNo as text
%        str2double(get(hObject,'String')) returns contents of WolfNo as a double


% --- Executes during object creation, after setting all properties.
function WolfNo_CreateFcn(hObject, eventdata, handles)
% hObject    handle to WolfNo (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 IterNo_Callback(hObject, eventdata, handles)
% hObject    handle to IterNo (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 IterNo as text
%        str2double(get(hObject,'String')) returns contents of IterNo as a double


% --- Executes during object creation, after setting all properties.
function IterNo_CreateFcn(hObject, eventdata, handles)
% hObject    handle to IterNo (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 LowerBound_Callback(hObject, eventdata, handles)
% hObject    handle to LowerBound (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 LowerBound as text
%        str2double(get(hObject,'String')) returns contents of LowerBound as a double


% --- Executes during object creation, after setting all properties.
function LowerBound_CreateFcn(hObject, eventdata, handles)
% hObject    handle to LowerBound (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 UpperBound_Callback(hObject, eventdata, handles)
% hObject    handle to UpperBound (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 UpperBound as text
%        str2double(get(hObject,'String')) returns contents of UpperBound as a double


% --- Executes during object creation, after setting all properties.
function UpperBound_CreateFcn(hObject, eventdata, handles)
% hObject    handle to UpperBound (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 Dim_Callback(hObject, eventdata, handles)
% hObject    handle to Dim (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 Dim as text
%        str2double(get(hObject,'String')) returns contents of Dim as a double


% --- Executes during object creation, after setting all properties.
function Dim_CreateFcn(hObject, eventdata, handles)
% hObject    handle to Dim (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 CostFunction_Callback(hObject, eventdata, handles)
% hObject    handle to CostFunction (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 CostFunction as text
%        str2double(get(hObject,'String')) returns contents of CostFunction as a double


% --- Executes during object creation, after setting all properties.
function CostFunction_CreateFcn(hObject, eventdata, handles)
% hObject    handle to CostFunction (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 edit7_Callback(hObject, eventdata, handles)
% hObject    handle to edit7 (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 edit7 as text
%        str2double(get(hObject,'String')) returns contents of edit7 as a double


% --- Executes during object creation, after setting all properties.
function edit7_CreateFcn(hObject, eventdata, handles)
% hObject    handle to edit7 (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)
SearchAgents_no=str2num(get(handles.WolfNo,'String'));
Max_iteration=str2num(get(handles.IterNo,'String'));
lb=str2num(get(handles.LowerBound,'String'));
ub=str2num(get(handles.UpperBound,'String'));
dim=str2num(get(handles.Dim,'String'));
fobj=str2func(get(handles.CostFunction,'String'));

%cla(handles.axes2)
reset(handles.axes2) 
box on

index_selected = get(handles.listbox1,'Value');

if index_selected==1
    [Best_score,Best_pos,cg_curve]=GWO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=ALO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=MVO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=MFO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=SCA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
    [Best_score,Best_pos,cg_curve]=WOA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==2
    [Best_score,Best_pos,cg_curve]=GWO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==3
    [Best_score,Best_pos,cg_curve]=ALO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==4
    [Best_score,Best_pos,cg_curve]=MVO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==5
    [Best_score,Best_pos,cg_curve]=DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==6
    [Best_score,Best_pos,cg_curve]=MFO(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==7
    [Best_score,Best_pos,cg_curve]=SCA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
elseif index_selected==8
    [Best_score,Best_pos,cg_curve]=WOA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles);
end


    
% --- Executes on button press in pushbutton2.
function pushbutton2_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton2 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
 close(handles.figure1)


% --- Executes on button press in checkbox1.
function checkbox1_Callback(hObject, eventdata, handles)
% hObject    handle to checkbox1 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hint: get(hObject,'Value') returns toggle state of checkbox1



function edit8_Callback(hObject, eventdata, handles)
% hObject    handle to edit8 (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 edit8 as text
%        str2double(get(hObject,'String')) returns contents of edit8 as a double


% --- Executes during object creation, after setting all properties.
function edit8_CreateFcn(hObject, eventdata, handles)
% hObject    handle to edit8 (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 pushbutton3.
function pushbutton3_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton3 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)



function edit9_Callback(hObject, eventdata, handles)
% hObject    handle to edit9 (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 edit9 as text
%        str2double(get(hObject,'String')) returns contents of edit9 as a double


% --- Executes during object creation, after setting all properties.
function edit9_CreateFcn(hObject, eventdata, handles)
% hObject    handle to edit9 (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 edit10_Callback(hObject, eventdata, handles)
% hObject    handle to edit10 (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 edit10 as text
%        str2double(get(hObject,'String')) returns contents of edit10 as a double


% --- Executes during object creation, after setting all properties.
function edit10_CreateFcn(hObject, eventdata, handles)
% hObject    handle to edit10 (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 selection change in listbox1.
function listbox1_Callback(hObject, eventdata, handles)
% hObject    handle to listbox1 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hints: contents = cellstr(get(hObject,'String')) returns listbox1 contents as cell array
%        contents{get(hObject,'Value')} returns selected item from listbox1


% --- Executes during object creation, after setting all properties.
function listbox1_CreateFcn(hObject, eventdata, handles)
% hObject    handle to listbox1 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    empty - handles not created until after all CreateFcns called

% Hint: listbox 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 pushbutton5.
function pushbutton5_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton5 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
cla(handles.axes2)

reset(handles.axes2) 
cla(handles.ax2,'reset');
box on