Adaptive Re-Start Hybrid Genetic Algorithm in Matlab
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10 ماه پیش
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In this video, I'm going
In this video, I'm going to show you my innovative version of Genetic Algorithm (GA), called adaptive restart hybrid Genetic Algorithm, coded in Matlab.
Genetic Algorithm is one of the most general global optimisation solution methods used in countless number of research publications. However, like other search techniques, GA has weak theoretical guarantee of global optimal solution and can only offer a probabilistic guarantee. Having a GA capable of searching for the global optimal solution with very high success probability is always desirable. In this research, an innovative structure of GA, in which adaptive restart, local search, and chromosome elite transferring strategies are harmoniously integrated together, is proposed to improve the success rate of achieving global optimal solution of the traditional Genetic Algorithm. The robustness of the proposed GA structure is demonstrated through a number of case studies and benchmark optimization problems.
Download this Matlab code here: http://bit.ly/3rghWgH
+ SUBSCRIBE to receive more videos on the topic of "Solving Optimization Problems", please click here: http://bit.ly/3r4oIkC
+ Matlab/Python codes of my Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing Algorithm: https://bit.ly/2Aj0TQ6
HERE ARE 6 LISTS OF MY VIDEOS YOU MAY BE INTERESTED IN:
1. Optimization Using Genetic Algorithm:
Optimization Using Genetic Algorithms
2. Optimization Using Particle Swarm Optimization:
Optimization Using Particle Swarm Opt...
3. Optimization Using Simulated Annealing Algorithm:
Optimization Using Simulated Annealin...
4. Optimization Using Optimization Solvers:
Optimization Using Optimization Solvers
5. Optimization Using Matlab:
Optimization Using Matlab
6. Optimization Using Python:
Optimization Using Python
If you have any questions, please let me know by leaving a comment below.
About Me: https://learnwithpanda.com/about-me/
My Blog: http://learnwithpanda.com
My Facebook: https://bit.ly/36234ot
My LinkedIn: https://bit.ly/3bbth5e
Free Music from YouTube Audio Library.
Thank you for watching - I really appreciate it :)
All of my videos on the topic of Solving Optimization Problems: #MyGeneticAlgorithm, #MyMatlabCode, #SolvingOptimizationProblems
© Copyright by Solving Optimization Problems. ☞ Do not Reup
Genetic Algorithm is one of the most general global optimisation solution methods used in countless number of research publications. However, like other search techniques, GA has weak theoretical guarantee of global optimal solution and can only offer a probabilistic guarantee. Having a GA capable of searching for the global optimal solution with very high success probability is always desirable. In this research, an innovative structure of GA, in which adaptive restart, local search, and chromosome elite transferring strategies are harmoniously integrated together, is proposed to improve the success rate of achieving global optimal solution of the traditional Genetic Algorithm. The robustness of the proposed GA structure is demonstrated through a number of case studies and benchmark optimization problems.
Download this Matlab code here: http://bit.ly/3rghWgH
+ SUBSCRIBE to receive more videos on the topic of "Solving Optimization Problems", please click here: http://bit.ly/3r4oIkC
+ Matlab/Python codes of my Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing Algorithm: https://bit.ly/2Aj0TQ6
HERE ARE 6 LISTS OF MY VIDEOS YOU MAY BE INTERESTED IN:
1. Optimization Using Genetic Algorithm:
Optimization Using Genetic Algorithms
2. Optimization Using Particle Swarm Optimization:
Optimization Using Particle Swarm Opt...
3. Optimization Using Simulated Annealing Algorithm:
Optimization Using Simulated Annealin...
4. Optimization Using Optimization Solvers:
Optimization Using Optimization Solvers
5. Optimization Using Matlab:
Optimization Using Matlab
6. Optimization Using Python:
Optimization Using Python
If you have any questions, please let me know by leaving a comment below.
About Me: https://learnwithpanda.com/about-me/
My Blog: http://learnwithpanda.com
My Facebook: https://bit.ly/36234ot
My LinkedIn: https://bit.ly/3bbth5e
Free Music from YouTube Audio Library.
Thank you for watching - I really appreciate it :)
All of my videos on the topic of Solving Optimization Problems: #MyGeneticAlgorithm, #MyMatlabCode, #SolvingOptimizationProblems
© Copyright by Solving Optimization Problems. ☞ Do not Reup
10 ماه پیش
در تاریخ 1402/06/30 منتشر شده
است.
379
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