In this tutorial, I will show you how to optimize a single objective function using Genetic Algorithm. We use MATLAB and show the whole process in a very easy and understandable step-by-step process.

For a tutorial on Constrained Optimization with Genetic Algorithm see this video: https://www.youtube.com/watch?v=esGZtl3gIlY&feature=youtu.be

##### Convex Optimization, With Corrections 2008

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Convex optimization problems arise frequently in many different fields. A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing conv... read more

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##### Numerical Optimization (Springer Series in Operations Research and Financial Engineering)

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Optimization is an important tool used in decision science and for the analysis of physical systems used in engineering. One can trace its roots to the Calculus of Variations and the work of Euler and Lagrange. This natural and reasonable app... read more

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##### Algorithms for Optimization (The MIT Press)

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A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.
This book offers a comprehensive introduction to optimization with a focus on practical algo... read more

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##### Convex Optimization Algorithms

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This book, developed through class instruction at MIT over the last 15 years, provides an accessible, concise, and intuitive presentation of algorithms for solving convex optimization problems. It relies on rigorous mathematical analysis, but... read more

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I want to write a Genetic Algorithm in Matlab to find the maximum value of f(x)=15x-x^2 where parameter x varies between 0 and 15. and x takes only integer values. and besides, i want to find that x which f(x) has the maximum value.

set up problem variables are:

search space=2^4=16

initial population: N=6

pc=0.7

pm=0.01

number of generation=20

The number of generation is the termination criterion for GA.

I use one gene for crossover and mutation.

i wrote these lines now :

fitnessfunc=15*x-x^2;

initialpop=6;

pc=0.7;

pm=0.01;

generation=20;

x=[];

y=repmat(x,1,4);

for i=1:6

I will be very grateful for your helpful suggestions and advice.

thanks

Thank you very much

i want to use genetic algorithm to do character recognition .can you tell me how to do that

hi sir I want to implement genetic algorithm for cloud resource optimization. Can you help me!

I want to optimize the CPU make span…

Every time I run this code, I get different values of x(1) and x(2).

Hi, is there any on swarm algorithm or is this the same? Ps, not very familiar with this but needed for assignment

hi, is there a way to put make sure all the components in independent variables vector are integer?

Can I get optimised equations from several equations

?

i want to code matlab for genetic algoritme for image denoising email alaouinail@gmail.com

Nice explanation, But the fval should be around 0.04 not 2.43. Do you know why?

can this equation be optimized in Genetic algorithm in mathlab — 1.39-0.003056a-0.0064b+0.1061c

does the same code works in 2011

Thank you for this effort. Simple and great.

If you don’t mind I need to ask you some questions, would you please send me your email.

Hi I’m currently struggling with an optimization problem in matlab. I am trying to optimize photovoltaic parameters using genetic algorithms but I keep getting errors or crazy outputs. HELP!

can you demonstrate example on thermal unit commitment

Dear ,

your video is informative thanks for us you are giving your precise time. i have a question could you guide me how to use GA code in matlab simulink PI based three phase VSI ?