【优化求解】基于GUI界面之遗传算法优化求解【Matlab 180期】

一、简介

1 遗传算法简介
遗传算法是一种模拟自然进化的优化搜索算法。由于它仅依靠适应度函数就可以搜索最优解，不需要有关问题解空间的知识，并且适应度函数不受连续可微等条件的约束，因此在解决多维、高度非线性的复杂优化问题中得到了广泛应用和深入研究。
遗传算法在模式识别、神经网络、机器学习、工业优化控制、自适应控制、生物科学、社会科学等方面都得到应用。
2 遗传算法原理
在这里插入图片描述

二、源代码

function varargout = yichuan(varargin)
% YICHUAN MATLAB code for yichuan.fig
%      YICHUAN, by itself, creates a new YICHUAN or raises the existing
%      singleton*.
%
%      H = YICHUAN returns the handle to a new YICHUAN or the handle to
%      the existing singleton*.
%
%      YICHUAN('CALLBACK',hObject,eventData,handles,...) calls the local
%      function named CALLBACK in YICHUAN.M with the given input arguments.
%
%      YICHUAN('Property','Value',...) creates a new YICHUAN or raises the
%      existing singleton*.  Starting from the left, property value pairs are
%      applied to the GUI before yichuan_OpeningFcn gets called.  An
%      unrecognized property name or invalid value makes property application
%      stop.  All inputs are passed to yichuan_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 yichuan

% Last Modified by GUIDE v2.5 15-Jul-2016 21:52:11

% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name',       mfilename, ...
                   'gui_Singleton',  gui_Singleton, ...
                   'gui_OpeningFcn', @yichuan_OpeningFcn, ...
                   'gui_OutputFcn',  @yichuan_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 yichuan is made visible.
function yichuan_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 yichuan (see VARARGIN)
% --- 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)
clear all;  
close all;

三、运行结果

在这里插入图片描述

四、备注

【优化求解】基于GUI界面之遗传算法优化求解【Matlab 180期】

一、简介

二、源代码

三、运行结果

四、备注

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