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Introduction to Genetic Algorithms - Theory and Applications

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视频 2020-6-11 09:48 2024-11-1 07:52 246 7.29 GB 26
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文件列表
  1. Introduction to Genetic Algorithms - Theory and Applications/7. Implementation of the Genetic Algorithm/1. Coding Genetic Algorithm in Matlab.mp4747.32MB
  2. Introduction to Genetic Algorithms - Theory and Applications/1. Inspiration/1. Inspiration.mp4208.46MB
  3. Introduction to Genetic Algorithms - Theory and Applications/2. Gene Representation and Fitness Function/1. Gene Representation and Fitness Function Theory.mp4193.68MB
  4. Introduction to Genetic Algorithms - Theory and Applications/2. Gene Representation and Fitness Function/2. Gene Representation and Fitness Function Coding.mp4383.84MB
  5. Introduction to Genetic Algorithms - Theory and Applications/3. Selection/1. Selection Using Roulette Wheel Theory.mp4116.76MB
  6. Introduction to Genetic Algorithms - Theory and Applications/3. Selection/2. Selection coding an example.mp493.79MB
  7. Introduction to Genetic Algorithms - Theory and Applications/3. Selection/3. Selection coding a roulette wheel function.mp4182.15MB
  8. Introduction to Genetic Algorithms - Theory and Applications/3. Selection/4. Fitness Scaling in The Roulette Wheel.mp4366.46MB
  9. Introduction to Genetic Algorithms - Theory and Applications/4. Recombination (crossover)/1. Recombining (Crossovering) Chromosome Theory.mp4175.28MB
  10. Introduction to Genetic Algorithms - Theory and Applications/4. Recombination (crossover)/2. Recombining (Crossovering) Genes in Chromosomes Coding and example.mp4489.56MB
  11. Introduction to Genetic Algorithms - Theory and Applications/4. Recombination (crossover)/3. Coding a function to crossover two parents.mp4379.7MB
  12. Introduction to Genetic Algorithms - Theory and Applications/5. Mutation/1. Mutating Genes in Chromosomes Theory.mp4154.53MB
  13. Introduction to Genetic Algorithms - Theory and Applications/5. Mutation/2. Coding a function to mutate genes.mp4194.21MB
  14. Introduction to Genetic Algorithms - Theory and Applications/6. Elitism/1. Elitism Saving The Best Chromosomes.mp4192.03MB
  15. Introduction to Genetic Algorithms - Theory and Applications/6. Elitism/2. Cosing an example of Elitism.mp4338.03MB
  16. Introduction to Genetic Algorithms - Theory and Applications/6. Elitism/3. Coding A Elitism Function.mp4118.52MB
  17. Introduction to Genetic Algorithms - Theory and Applications/6. Elitism/4. An improved elitism.mp4195.48MB
  18. Introduction to Genetic Algorithms - Theory and Applications/7. Implementation of the Genetic Algorithm/2. Developing a GA function in Matlab.mp4242.83MB
  19. Introduction to Genetic Algorithms - Theory and Applications/8. Continuous version of the Genetic Algorithm/1. Continuous Genetic Algorithm theory.mp4512.75MB
  20. Introduction to Genetic Algorithms - Theory and Applications/8. Continuous version of the Genetic Algorithm/2. Exploration and Exploitation in Genetic Algorithms.mp4213.98MB
  21. Introduction to Genetic Algorithms - Theory and Applications/8. Continuous version of the Genetic Algorithm/3. Coding A Continuous Genetic Algorithm.mp4550.51MB
  22. Introduction to Genetic Algorithms - Theory and Applications/8. Continuous version of the Genetic Algorithm/4. Visualizing the convergence curve and search history of GA.mp4245.69MB
  23. Introduction to Genetic Algorithms - Theory and Applications/8. Continuous version of the Genetic Algorithm/5. Tuning the parameters of the Genetic Algorithms.mp4224.96MB
  24. Introduction to Genetic Algorithms - Theory and Applications/9. Applications of the Genetic Algorithm/1. Case Study 1 Solving Gear Train Problem.mp4313.15MB
  25. Introduction to Genetic Algorithms - Theory and Applications/9. Applications of the Genetic Algorithm/2. Case Study 2 Image Reconstruction.mp4600.28MB
  26. Introduction to Genetic Algorithms - Theory and Applications/10. Bonus Video/1. Thank You.mp435.25MB
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