Binary Genetic Algorithm in Python
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- Опубліковано 5 вер 2024
- In this video, I’m going to show you a simple binary genetic algorithm in Python. Please note that to solve a new unconstrained problem, we just need to update the objective function and parameters of the binary genetic algorithm; the rest of the Python code, including the crossover, mutation, selection, decoding, and the main program, can be kept the same.
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If you have any questions, please let me know by leaving a comment below.
Download Python code: bit.ly/2QzlI1O
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Great content! Your videos helped me a lot to understand how GA work. Could you make a video about path-planning with Artificial Immune Systems? Thank you !!
Great suggestion! Many thanks.
Thank you, a simple method to select parameter of GA.
I hope you will teach some difference method to select parameter of GA.
I often use Taguchi experimental design to systematically select the combination of GA parameters in my publications. There is one video on this channel talking about the parameter tuning in GA using Tagichi method. Many thanks for watching!
Thank you Sir for such an informative session...can you please make a video of optimization in the Reservoir Operations problem
Thank you for your suggestions!
Thank you for this video! Can you make a the video about Integer and categorical PSO？
Many thanks for your suggestion!
All the best for you 💗
Thank you very much. I really appreciate that!
how to apply this to curve fitting?
I am not sure if the curve fitting is an optimization problem?
Sir, can you please make a video on multi objective optimization for 2 output dataset in python, with the aim to maximize one and minimize other output?
Thank you for your suggestion! Will try it as soon as possible.
Thank you so much :)
Glad it helped!
Hi, Thanks for the nice video. How can get the Python code? The provided link is not working.
I have checked that the link is still working. If you can't access, please visit my website
Hi, i am planning for my final year project in university. May I know is that possible to implement all MATLAB hybrid functions with python? For example we usually use GA+hybrid function to optimize a solution, can we do that the same in python too? Can I use scipy to replace the hybrid functions to run with GA? Thanks a lot!
Yes, I think it is possible but I never try it
Sir plz solve facility allocation problem in Matlab I am struggling to solve this. Also I am your subscriber
Thank you very much! I will try my best.
Hi my friend. Do you have any project file about FE method of crack behavior reinforced concrete model and optimization under uncertainties ?
Hello, thanks for your interest. I don't have that.
Good evening sir. I am a Btech final student. Sir we are working on genetic algorithm for our major project. So can we use this code orelse do we have to take permission for this code??
You may use this code. Check the link in the description for more details