Download Udemy - Introduction to Genetic Algorithms: Theory and Applications [Course Drive] torrent

Udemy - Introduction to Genetic Algorithms: Theory and Applications [Course Drive]

Torrent:	Udemy - Introduction to Genetic Algorithms: Theory and Applications [Course Drive]
Description:	⚡️⚡️For More Udemy Courses Visit ?? Course Drive Introduction to Genetic Algorithms: Theory and Applications Learn the main mechanisms of Genetic Algorithm as a heursitic Artificial Intalligence search or optimization in Matlab What you'll learn • Use the Genetic Algorithm to solve optimization problems • Modify or improve the Genetic Algorithm • Analyze the performance of the Genetic Algorithm Requirements • Be familiar with the basics of programming • Be familiar with Matlab programming language Description This is an introductory course to the Genetic Algorithms. We will cover the most fundamental concepts in the area of nature-inspired Artificial Intelligence techniques. Obviously, the main focus will be on the Genetic Algorithm as the most well-regarded optimization algorithm in history. The Genetic Algorithm is a search method that can be easily applied to different applications including Machine Learning, Data Science, Neural Networks, and Deep Learning. Join 1000+ students and start your optimization journey with us. If you are in any way not satisfied, for any reason, you can get a full refund from Udemy within 30 days. No questions asked. But I am confident you won't need to. I stand behind this course 100% and am committed to help you along the way. Who this course is for: • This course is for everyone who wants to learn about optimization techniques • Both beginners and experts in Artificial Intelligence will benefit from this course since it covers both theory and application from basics to advanced topics • Those who wants to solve challenging optimization problems • Those curious about how the Genetic Algorithm solves optimization problems as one of the best and most well-regarded AI techniques in the world
Downloads:	115
Category:	Other /Tutorials
Size:	7.3 GB
Show Files »	Introduction to Genetic Algorithms - Theory and Applications Introduction to Genetic Algorithms - Theory and Applications 7. Implementation of the Genetic Algorithm 1. Coding Genetic Algorithm in Matlab.mp4 (747.3 MB) 1. Coding Genetic Algorithm in Matlab.srt (42.8 KB) 1.1 GA_example.zip.zip (3.0 KB) 2. Developing a GA function in Matlab.mp4 (242.8 MB) 2. Developing a GA function in Matlab.srt (14.2 KB) 2.1 GA_function.zip.zip (3.0 KB) ReadMe.txt (0.2 KB) Visit Coursedrive.org.url (0.1 KB) 1. Inspiration 1. Inspiration.mp4 (208.5 MB) 1. Inspiration.srt (21.4 KB) 2. Gene Representation and Fitness Function 1. Gene Representation and Fitness Function Theory.mp4 (193.7 MB) 1. Gene Representation and Fitness Function Theory.srt (20.2 KB) 2. Gene Representation and Fitness Function Coding.mp4 (383.8 MB) 2. Gene Representation and Fitness Function Coding.srt (20.7 KB) 3. Selection 1. Selection Using Roulette Wheel Theory.mp4 (116.8 MB) 1. Selection Using Roulette Wheel Theory.srt (21.5 KB) 2. Selection coding an example.mp4 (93.8 MB) 2. Selection coding an example.srt (19.1 KB) 3. Selection coding a roulette wheel function.mp4 (182.2 MB) 3. Selection coding a roulette wheel function.srt (31.2 KB) 3.1 selection.m.m (1.2 KB) 4. Fitness Scaling in The Roulette Wheel.mp4 (366.5 MB) 4. Fitness Scaling in The Roulette Wheel.srt (22.7 KB) 4. Recombination (crossover) 1. Recombining (Crossovering) Chromosome Theory.mp4 (175.3 MB) 1. Recombining (Crossovering) Chromosome Theory.srt (18.4 KB) 2. Recombining (Crossovering) Genes in Chromosomes Coding and example.mp4 (489.6 MB) 2. Recombining (Crossovering) Genes in Chromosomes Coding and example.srt (27.0 KB) 3. Coding a function to crossover two parents.mp4 (379.7 MB) 3. Coding a function to crossover two parents.srt (26.2 KB) 3.1 crossover.m.m (1.6 KB) 5. Mutation 1. Mutating Genes in Chromosomes Theory.mp4 (154.5 MB) 1. Mutating Genes in Chromosomes Theory.srt (13.3 KB) 2. Coding a function to mutate genes.mp4 (194.2 MB) 2. Coding a function to mutate genes.srt (11.1 KB) 2.1 mutation.m.m (0.2 KB) 6. Elitism 1. Elitism Saving The Best Chromosomes.mp4 (192.0 MB) 1. Elitism Saving The Best Chromosomes.srt (15.5 KB) 2. Cosing an example of Elitism.mp4 (338.0 MB) 2. Cosing an example of Elitism.srt (18.9 KB) 3. Coding A Elitism Function.mp4 (118.5 MB) 3. Coding A Elitism Function.srt (6.3 KB) 3.1 elitism.m.m (0.6 KB) 4. An improved elitism.mp4 (195.5 MB) 4. An improved elitism.srt (12.0 KB) 8. Continuous version of the Genetic Algorithm 1. Continuous Genetic Algorithm theory.mp4 (512.8 MB) 1. Continuous Genetic Algorithm theory.srt (35.1 KB) 2. Exploration and Exploitation in Genetic Algorithms.mp4 (214.0 MB) 2. Exploration and Exploitation in Genetic Algorithms.srt (12.3 KB) 2.1 Exploration_Exploitation.zip.zip (1.1 KB) 3. Coding A Continuous Genetic Algorithm.mp4 (550.5 MB) 3. Coding A Continuous Genetic Algorithm.srt (31.8 KB) 3.1 CGA.zip.zip (3.4 KB) 4. Visualizing the convergence curve and search history of GA.mp4 (245.7 MB) 4. Visualizing the convergence curve and search history of GA.srt (14.2 KB) 5. Tuning the parameters of the Genetic Algorithms.mp4 (225.0 MB) 5. Tuning the parameters of the Genetic Algorithms.srt (14.5 KB) 9. Applications of the Genetic Algorithm 1. Case Study 1 Solving Gear Train Problem.mp4 (313.1 MB) 1. Case Study 1 Solving Gear Train Problem.srt (17.8 KB) 1.1 GearTrain.zip.zip (3.7 KB) 2. Case Study 2 Image Reconstruction.mp4 (600.3 MB) 2. Case Study 2 Image Reconstruction.srt (37.1 KB) 2.1 CaseStudy2.zip.zip (6.8 KB) 10. Bonus Video 1. Thank You.mp4 (35.3 MB) 1. Thank You.srt (2.0 KB) Visit Coursedrive.org.url (0.1 KB) ReadMe.txt (0.2 KB) files
Added:	2020-05-15 11:06:41
Language:	English
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Release name:	Udemy - Introduction to Genetic Algorithms: Theory and Applications [Course Drive]
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