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 27 genetic algorithm scheduling frameworks tracked. 4 score above 50 (established tier). The highest-rated is TimefoldAI/timefold-solver at 67/100 with 1,600 stars. 2 of the top 10 are actively maintained.

Get all 27 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...	67	Established	1,600	Java
2	TimefoldAI/timefold-quickstarts Get started with Timefold quickstarts here. Optimize the vehicle routing...	64	Established	505	Java
3	apache/incubator-kie-optaplanner-quickstarts OptaPlanner quick starts for AI optimization: many use cases shown in many...	61	Established	331	Java
4	optapy/optapy OptaPy is an AI constraint solver for Python to optimize planning and...	50	Established	308	Java
5	berv-uni-project/scheduler-op This is scheduler that implements 3 algorithm.	39	Emerging	1	JavaScript
6	Areesha-Tahir/Exam-Scheduler-Using-Genetic-Algorithm-In-Python Exam schedule generation using Genetic Algorithm.	35	Emerging	6	Jupyter Notebook
7	camilafbarcellos/AG-LotofacilPreditor Algoritmos Genéticos (AG) aplicados à predição de números da Lotofácil - III...	30	Emerging	6	Java
8	ahmedbilal/Class-Scheduling Class scheduling using Genetic Algorithm	29	Experimental	19	Python
9	andre1araujo/CSP-for-School-Timetables This repository hosts a Jupyter Notebook on which a Constraint Satisfaction...	29	Experimental	7	Jupyter Notebook
10	virresh/evolutionary_search_algorithms Implementation of Genetic Algorithm, Memetic Algorithm and Constraint...	26	Experimental	7	Python
11	v0st0k1/optimizacion-multiobjetivo-de-tiempo-y-coste-para-proyectos-utilizando-algoritmo Proyecto de investigación que propone una solución al problema MRCPSP...	23	Experimental	3	TeX
12	RobertoDeLaCamara/HopfieldAssigmentProblemSolver Hybrid microservices architecture (Go/Gin API Gateway + Python/Flask...	21	Experimental	—	Python
13	Sina-Baharlou/GSAT-WalkSAT Different heuristics and random initialization methods applied to GSAT and...	21	Experimental	9	C++
14	reideast/genetic-algorithm-timetable Use a genetic algorithm to schedule courses into a timetable of rooms and time slots	19	Experimental	3	Java
15	sanaa-khan/genetic-scheduler Using the genetic algorithm to create the optimum exam schedule, keeping the...	17	Experimental	1	Jupyter Notebook
16	Thinklab-SJTU/HardSATGEN [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula...	14	Experimental	22	Python
17	ThiagoGoncos/CCT-constraint-satisfaction-search-algorithms-staff-allocation Artificial Intelligence project developed with Python, Jupyter Notebook,...	14	Experimental	—	Jupyter Notebook
18	voidbert/IA Distribution of goods during a natural disaster	14	Experimental	3	Python
19	rodhfr/IA-Algorithms Greedy algorithm implementations for classroom scheduling — constraint...	13	Experimental	—	Python
20	Emeralden/University-Schedule-Planner An AI solver that tackles the NP-hard university timetabling problem using a...	13	Experimental	—	Python
21	GabrielSpdf/TheBailoutsProblem An intelligent system for map exploration, victim clustering, severity...	13	Experimental	—	Python
22	randhawa2001/Time-Table-Scheduling A Scheduling problem Solution	11	Experimental	—	Python
23	dizys/nyu-ai-lab-1 NYU Artificial Intelligence Course Lab 1: Build a generic hill-climbing solver	11	Experimental	—	Python
24	HicrestLaboratory/yasmin SAT ASP solver on Multi-GPU systems	11	Experimental	—	—
25	Bartosz-D3V/Hill-climber-and-Simulated-annealing Implementation of Hill Climber and Simulated Annealing algorithms	11	Experimental	—	Java
26	sdv4/Genetic-Algorithm-for-Optimization :clock11: :chart_with_upwards_trend: :alarm_clock: GA to search for optimal...	11	Experimental	4	Java
27	LiamQuinoNeff/Orchestra-Rehearsal-CSP-Solver Modelado y resolución del problema de organización de ensayo orquestal como...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

timefold-solver and timefold-quickstarts (67 vs 64) Exam-Scheduler-Using-Genetic-Algorithm-In-Python and Class-Scheduling (35 vs 29)