Class Scheduling (01) + Genetic Algorithms (04) + JAVA Prototype Project

►screenshots: https://prototypeprj.blogspot.com/2020/08/genetic-algorithms-tutorial-04-class.html ►Python version @ https://youtu.be/8NrNX_jCkjw ►Hill Climbing version @ https://youtu.be/CYhJhYFN99Y 00:28 demo a prebuilt version of the application 01:30 defining conflicts in the context of a "university class scheduling" app. 03:30 elitism in this app. 05:14 go over departments, courses, rooms, instructors, and meeting times data used in this app. 06:34 code the application 06:56 go over this app packages and classes 10:10 code the Course class 11:15 code the Department class 11:49 code the Instructor class 12:17 code the MeetingTime class 12:39 code the Room class 12:59 start coding the Schedule class 13:14 code the Class class 14:36 code the Data class 17:14 finish coding the Schedule class 18:13 initialize schedule 20:10 calculateFitness method in Schedule class 23:50 code the Population class 25:22 sortByFitness method in Population class 25:43 code the GeneticAlgorithm class 26:17 crossoverPopulation performs crossover for all schedules in population 26:38 selectTournamentPopulation does tournament selection in order to select 2 schedules to do crossover on 27:18 mutatePopulation calls mutateSchedule on all schedules in population 27:54 evolve is a public method that when called ends up calling crossoverPopulation than calls mutatePopulation on the returned result and returns the final result 36:53 code the app. Driver class 43:41 test run the finished app. ► get access to members-only video contents + support: https://www.youtube.com/channel/UCUvwlMMaeppKPdtAK8PxO8Q/join ► website + download source code: https://prototypeprj.com https://ai.prototypeprj.com https://crypto.prototypeprj.com ► download directly: download ai source code @ https://sites.fastspring.com/prototypeprj/instant/ai download crypto source code @ https://sites.fastspring.com/prototypeprj/instant/crypto download source code (old) page # 2 @ https://sites.fastspring.com/prototypeprj/instant/2020 download source code (older) page # 1 @ https://sites.fastspring.com/prototypeprj/instant/all