Hellow guys, Welcome to my website, and you are watching Genetic Algorithms Explained By Example. and this vIdeo is uploaded by Kie Codes at 2020-07-13T11:00:12-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Genetic Algorithms Explained By Example |
| Video Uploader | Video From Kie Codes |
| Upload Date | This Video Uploaded At 13-07-2020 18:00:12 |
| Video Discription | Did you know that you can simulate evolution inside the computer? And that you can solve really really hard problems this way? In this tutorial, we will look into the question: What are genetic algorithms? I will try to explain genetic algorithms using an example. And we will look at different applications of this evolutionary algorithm. We will also try to solve one historic problem in computer science by example: The Knapsack problem. Genetic algorithms are a subgroup of evolutionary algorithms or evolutionary computing and they are used in self-learning machine learning algorithms and AI. They use the concept of natural selection to simulate the survival of the fittest and natural selection inside your computer. This video is number one of a course of video tutorials to teach you the very basics of genetic algorithms in Python. ЁЯЩП Support me: https://www.patreon.com/kiecodes ЁЯЫ░ Join our Discord, to interact with other Coders and me: https://discord.gg/j7MXYeTAJd ЁЯза Pick my brain: https://calendly.com/kiecodes/ai-consultation Check out my newest video: https://youtu.be/Xujt_rFf9Us Follow me here: www.facebook.com/kiecodes www.instagram.com/kiecodes Questions of the day тЦа What would you use genetic algorithms for? P-VERSUS-NP-PROBLEM: тЦа I love the simple explanation and the relations to the Simpsons and Futurama: https://www.youtube.com/watch?v=dJUEkjxylBw RESEARCH: тЦа Eiben, A. E. et al (1994) "Genetic algorithms with multi-parent recombination" тЦа Geijtenbeek, van de Panne, van der Stappen (2013) "Flexible Muscle-Based Locomotion for Bipedal Creatures" - https://www.goatstream.com/research/papers/SA2013/index.html тЦа Hornby, Globus (2006) "Automated Antenna Design with Evolutionary Algorithms" - https://ti.arc.nasa.gov/m/pub-archive/1244h/1244%20(Hornby).pdf Timestamps: 00:00 Intro 00:23 The Problem 02:48 The Knapsack Problem 03:20 What are Genetic Algorithms 04:17 How does it work? 06:49 Summary 07:52 Is it worth it? 08:40 Results 10:23 Applications --- This video contains advertising content. --- Attribution: тЦа Photo by Anush Gorak from Pexels - https://www.pexels.com/photo/man-holding-barbell-1431282/ #python #machinelearning #geneticalgorithms |
| Category | Science & Technology |
| Tags | What are genetic algorithms | genetic algorithms applications | genetic algorithms explained | genetic algorithms | genetic algorithm explained | knapsack problem genetic algorithm | genetic algorithm natural selection | genetic algorithms example | genetic algorithm tutorial | genetic algorithm course | genetic algorithm | genetic algorithm example | what is genetic algorithm | genetic algorithm optimization | fitness function in genetic algorithm | evolutionary algorithm | knapsack problem |
