Machine Learning - Encoding Techniques in Genetic Algorithm Binary Value Permutation Tree Encoding by Mahesh Huddar

Encoding Techniques in Genetic Algorithm Binary Value Permutation Tree Encoding by Mahesh Huddar The first stage of the genetic algorithm is the encoding or representation of chromosomes. For example, for the problem 𝑓(𝑥)=𝑥^3 , where x ranges from 0 𝑡𝑜 15, any value of 𝑥, say 3 or 5 or 9, can be a solution as this remains unknown at the beginning of the problem. These are called potential solutions also called candidate solutions. The representation of the candidate solution into a suitable form is called encoding. Genetic Algorithm: https://www.youtube.com/watch?v=WueuYdDqUt0 #1. Genetic Algorithm Solved Example: https://www.youtube.com/watch?v=udN28wPqaZI #2. Genetic Algorithm Solved Example: https://www.youtube.com/watch?v=Dj1AZ0T-m-I #3. Genetic Algorithm Solved Example: https://youtu.be/Nvu7Klh_knM #1. Crossover Operators: https://www.youtube.com/watch?v=89SgYgy4Z4w #2. Crossover Operators: https://www.youtube.com/watch?v=BTlB6ioeMSU #3. Crossover Operators:: https://www.youtube.com/watch?v=kifA8gq0OGU Mutation operator: https://youtu.be/51lZ5jI0JbA The following concepts are discussed: ______________________________ genetic algorithm in artificial intelligence, genetic algorithm, genetic algorithm in machine learning, genetic algorithm in soft computing, genetic algorithms, genetic algorithm, genetic algorithm example, encoding techniques in genetic algorithms, binary encoding in genetic algorithms, value encoding in genetic algorithm, order encoding in genetic algorithms, tree encoding in genetic algorithm, permutation encoding in genetic algorithm, ******************************** 1. Blog / Website: https://www.vtupulse.com/ 2. Like Facebook Page: https://www.facebook.com/VTUPulse 3. Follow us on Instagram: https://www.instagram.com/vtupulse/ 4. Like, Share, Subscribe, and Don't forget to press the bell ICON for regular updates