Genetic Algorithm Scheduling ML Frameworks

Applications of genetic algorithms specifically to timetable, course, exam, and class scheduling problems with constraints. Does NOT include genetic algorithms for other optimization problems (traveling salesman, magic squares, lottery prediction, etc.) or general scheduling tools without genetic algorithm implementation.

There are 25 genetic algorithm scheduling frameworks tracked. 1 score above 70 (verified tier). The highest-rated is TimefoldAI/timefold-solver at 70/100 with 1,600 stars. 2 of the top 10 are actively maintained.

Get all 25 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	TimefoldAI/timefold-solver The open source Solver AI for Java and Kotlin to optimize scheduling and...	70	Verified	1,600	Java
2	TimefoldAI/timefold-quickstarts Get started with Timefold quickstarts here. Optimize the vehicle routing...	67	Established	505	Java
3	apache/incubator-kie-optaplanner-quickstarts OptaPlanner quick starts for AI optimization: many use cases shown in many...	64	Established	331	Java
4	optapy/optapy OptaPy is an AI constraint solver for Python to optimize planning and...	56	Established	308	Java
5	berv-uni-project/scheduler-op This is scheduler that implements 3 algorithm.	32	Emerging	1	JavaScript
6	Areesha-Tahir/Exam-Scheduler-Using-Genetic-Algorithm-In-Python Exam schedule generation using Genetic Algorithm.	28	Experimental	6	Jupyter Notebook
7	SameetAsadullah/Exams-Schedule-Generator-Using-Genetic-Algorithm Python Program to find generic solution that will facilitate generating...	24	Experimental	1	Jupyter Notebook
8	camilafbarcellos/AG-LotofacilPreditor Algoritmos Genéticos (AG) aplicados à predição de números da Lotofácil - III...	23	Experimental	6	Java
9	RobertoDeLaCamara/HopfieldAssigmentProblemSolver Hybrid microservices architecture (Go/Gin API Gateway + Python/Flask...	22	Experimental	—	Python
10	andre1araujo/CSP-for-School-Timetables This repository hosts a Jupyter Notebook on which a Constraint Satisfaction...	22	Experimental	7	Jupyter Notebook
11	ahmedbilal/Class-Scheduling Class scheduling using Genetic Algorithm	22	Experimental	19	Python
12	virresh/evolutionary_search_algorithms Implementation of Genetic Algorithm, Memetic Algorithm and Constraint...	19	Experimental	7	Python
13	v0st0k1/optimizacion-multiobjetivo-de-tiempo-y-coste-para-proyectos-utilizando-algoritmo Proyecto de investigación que propone una solución al problema MRCPSP...	16	Experimental	3	TeX
14	lilf4p/aif-project Project for the University of Pisa course of Artificial Intelligence...	15	Experimental	2	Python
15	douglasangeli/QuadradoMagico Algoritmo genético em Java que busca a solução do problema do quadrado mágico.	15	Experimental	1	Java
16	ancure-2004/AI-based-TimeTable An AI-powered timetable generator that automatically creates optimized...	15	Experimental	—	JavaScript
17	Sina-Baharlou/GSAT-WalkSAT Different heuristics and random initialization methods applied to GSAT and...	14	Experimental	9	C++
18	themelinaKz/AI-school-schedule-generator Space search algorithm that,given some restrictions, creates a high school schedule.	14	Experimental	1	Java
19	ThiagoGoncos/CCT-constraint-satisfaction-search-algorithms-staff-allocation Artificial Intelligence project developed with Python, Jupyter Notebook,...	14	Experimental	—	Jupyter Notebook
20	reideast/genetic-algorithm-timetable Use a genetic algorithm to schedule courses into a timetable of rooms and time slots	12	Experimental	3	Java
21	voidbert/IA Distribution of goods during a natural disaster	12	Experimental	3	Python
22	Emeralden/University-Schedule-Planner An AI solver that tackles the NP-hard university timetabling problem using a...	11	Experimental	—	Python
23	rodhfr/IA-Algorithms Greedy algorithm implementations for classroom scheduling — constraint...	11	Experimental	—	Python
24	GabrielSpdf/TheBailoutsProblem An intelligent system for map exploration, victim clustering, severity...	11	Experimental	—	Python
25	sanaa-khan/genetic-scheduler Using the genetic algorithm to create the optimum exam schedule, keeping the...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

timefold-solver and timefold-quickstarts (70 vs 67) Exam-Scheduler-Using-Genetic-Algorithm-In-Python and Exams-Schedule-Generator-Using-Genetic-Algorithm (28 vs 24)