Genetic Algorithm for Precedence-constrained Production Sequencing and Scheduling

In this video, I'm going to show you a Genetic Algorithm for precedence-constrained production sequencing and scheduling problem. This is a highly constrained optimization problem but Genetic Algorithm can handle this complexity. In this video, first, I show you the problem description, and then I will show you some genetic operators such as chromosome encoding, crossover, mutation, evaluation, and selection. Next, I will run the Genetic Algorithm in Matlab to demonstrate its performance. Finally, I show you the details of the Matlab code so that you can copy, and customize it to solve your problems. + SUBSCRIBE to receive more videos on the topic of "Solving Optimization Problems", please click here: https://www.youtube.com/channel/UCNmyH0k1SpFOCIKKncS87cg?sub_confirmation=1 + Matlab code: https://bit.ly/32S3Ula HERE ARE 6 LISTS OF MY VIDEOS YOU MAY BE INTERESTED IN: 1. Optimization Using Genetic Algorithm: https://www.youtube.com/playlist?list=PLZgdMIFoNTxnfoBnUhHYb4FEeZrCW-2Iq 2. Optimization Using Particle Swarm Optimization: https://www.youtube.com/playlist?list=PLZgdMIFoNTxn8sH7ldSpS-e7bFGn1jiDC 3. Optimization Using Simulated Annealing Algorithm: https://www.youtube.com/playlist?list=PLZgdMIFoNTxnia7hXeJ5eRaSELLToKLJs 4. Optimization Using Optimization Solvers: https://www.youtube.com/playlist?list=PLZgdMIFoNTxkl8l0HYRMWeZhTd48uJKrn 5. Optimization Using Matlab: https://www.youtube.com/playlist?list=PLZgdMIFoNTxnmn8_sqngUmNnHXUI4xiET 6. Optimization Using Python: https://www.youtube.com/playlist?list=PLZgdMIFoNTxlfICpny9Vd-1Tc_LOCZPGD If you have any questions, please let me know by leaving a comment below. About Me: https://learnwithpanda.com/about-me/ My Blog: http://learnwithpanda.com My Facebook: https://bit.ly/36234ot My LinkedIn: https://bit.ly/3bbth5e Free Music from YouTube Audio Library. Thank you for watching - I really appreciate it :) All of my videos on the topic of Solving Optimization Problems: #SolvingOptimizationProblems, #MyGeneticAlgorithm, #MyMatlabCode © Copyright by Solving Optimization Problems. ☞ Do not Reup