Introduction to Genetic Algorithms Theory and Applications | 8DA9A51453D87918171BE6103A5D000601BC227D

Introduction to Genetic Algorithms Theory and Applications

Name	Introduction to Genetic Algorithms - Theory and Applications	DOWNLOAD Copy Link
Total Size	7.8 GB
Total Files	66
Last Seen	2024-10-06 23:40
Hash	8DA9A51453D87918171BE6103A5D000601BC227D

/.../7. Implementation of the Genetic Algorithm/
1. Coding Genetic Algorithm in Matlab.mp4	783.6 MB
1. Coding Genetic Algorithm in Matlab.srt	43.8 KB
1.1 GA_example.zip.zip	3.1 KB
2. Developing a GA function in Matlab.mp4	254.6 MB
2. Developing a GA function in Matlab.srt	14.6 KB
2.1 GA_function.zip.zip	3.1 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Introduction to Genetic Algorithms - Theory and Applications/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/1. Inspiration/
1. Inspiration.mp4	218.6 MB
1. Inspiration.srt	21.9 KB
/.../2. Gene Representation and Fitness Function/
1. Gene Representation and Fitness Function Theory.mp4	203.1 MB
1. Gene Representation and Fitness Function Theory.srt	20.7 KB
2. Gene Representation and Fitness Function Coding.mp4	402.5 MB
2. Gene Representation and Fitness Function Coding.srt	21.2 KB
/3. Selection/
1. Selection Using Roulette Wheel Theory.mp4	122.4 MB
1. Selection Using Roulette Wheel Theory.srt	22.0 KB
2. Selection coding an example.mp4	98.3 MB
2. Selection coding an example.srt	19.6 KB
3. Selection coding a roulette wheel function.mp4	191.0 MB
3. Selection coding a roulette wheel function.srt	31.9 KB
3.1 selection.m.m	1.3 KB
4. Fitness Scaling in The Roulette Wheel.mp4	384.3 MB
4. Fitness Scaling in The Roulette Wheel.srt	23.2 KB
/4. Recombination (crossover)/
1. Recombining (Crossovering) Chromosome Theory.mp4	183.8 MB
1. Recombining (Crossovering) Chromosome Theory.srt	18.8 KB
2. Recombining (Crossovering) Genes in Chromosomes Coding and example.mp4	513.3 MB
2. Recombining (Crossovering) Genes in Chromosomes Coding and example.srt	27.7 KB
3. Coding a function to crossover two parents.mp4	398.1 MB
3. Coding a function to crossover two parents.srt	26.8 KB
3.1 crossover.m.m	1.7 KB
/5. Mutation/
1. Mutating Genes in Chromosomes Theory.mp4	162.0 MB
1. Mutating Genes in Chromosomes Theory.srt	13.6 KB
2. Coding a function to mutate genes.mp4	203.6 MB
2. Coding a function to mutate genes.srt	11.4 KB
2.1 mutation.m.m	0.2 KB
/6. Elitism/
1. Elitism Saving The Best Chromosomes.mp4	201.4 MB
1. Elitism Saving The Best Chromosomes.srt	15.9 KB
2. Cosing an example of Elitism.mp4	354.5 MB
2. Cosing an example of Elitism.srt	19.3 KB
3. Coding A Elitism Function.mp4	124.3 MB
3. Coding A Elitism Function.srt	6.4 KB
3.1 elitism.m.m	0.7 KB
4. An improved elitism.mp4	205.0 MB
4. An improved elitism.srt	12.3 KB
/.../8. Continuous version of the Genetic Algorithm/
1. Continuous Genetic Algorithm theory.mp4	537.7 MB
1. Continuous Genetic Algorithm theory.srt	36.0 KB
2. Exploration and Exploitation in Genetic Algorithms.mp4	224.4 MB
2. Exploration and Exploitation in Genetic Algorithms.srt	12.6 KB
2.1 Exploration_Exploitation.zip.zip	1.1 KB
3. Coding A Continuous Genetic Algorithm.mp4	577.3 MB
3. Coding A Continuous Genetic Algorithm.srt	32.6 KB
3.1 CGA.zip.zip	3.4 KB
4. Visualizing the convergence curve and search history of GA.mp4	257.6 MB
4. Visualizing the convergence curve and search history of GA.srt	14.5 KB
5. Tuning the parameters of the Genetic Algorithms.mp4	235.9 MB
5. Tuning the parameters of the Genetic Algorithms.srt	14.9 KB
/.../9. Applications of the Genetic Algorithm/
1. Case Study 1 Solving Gear Train Problem.mp4	328.4 MB
1. Case Study 1 Solving Gear Train Problem.srt	18.2 KB
1.1 GearTrain.zip.zip	3.7 KB
2. Case Study 2 Image Reconstruction.mp4	629.4 MB
2. Case Study 2 Image Reconstruction.srt	38.0 KB
2.1 CaseStudy2.zip.zip	6.9 KB
/.../10. Bonus Video/
1. Thank You.mp4	37.0 MB
1. Thank You.srt	2.0 KB
Total files 66