Genetic Algorithms Class Scheduling w/ Python Tutorial |
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00:07 demo the application 04:56 code the application 05:10 various classes that make up the application 07:30 coding the Course class 08:10 coding the Department class 08:32 coding the Instructor class 08:57 coding the MeetingTime class 09:20 coding the Room class 09:43 coding the Class class 10:45 coding the Data class 11:54 coding the Schedule class 14:21 calculating the schedule fitness 16:43 coding the Population class 17:24 DisplayMgr class code 18:18 test run generation # 0 20:54 coding the GeneticAlgorithm class 22:05 coding population crossover 22:15 handing elitism 22:16 evolve the population 24:22 coding population mutation 24:50 perform crossover on 2 schedules 25:15 perform mutation on a schedule 25:57 perform tournament selection 26:35 evolve the population from one generation to the next until we find a schedule with no conflicts 27:04 test run the finished application -------------------------------------------------------------------------------------------------------------------------- quickly download, setup, and run 'Class Scheduling w/ Genetic Algorithms and Python' --------------------------------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- download source code @ https://sites.fastspring.com/prototypeprj/instant/2020
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Friday, July 17, 2020
Class Scheduling w/ Genetic Algorithms and Python
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