GeneticSharp

GeneticSharp is a fast, extensible, multi-platform, and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

It can be used in any kind of .NET 6, .NET Standard, and .NET Framework apps, like ASP .NET MVC, ASP .NET Core, Blazor, Web Forms, UWP, Windows Forms, GTK#, Xamarin, MAUI and Unity3D games.

Projects, papers, journals, books, tutorials, courses, and apps using GeneticSharp

• 1st International Congress on Artificial Intelligence and Data Science (paper)
• A bi-level optimization approach for assembly line design using a nested genetic algorithm (paper)
• A CPS-Based Simulation Platform for Long Production Factories (paper)
• About the possibilities of implementing genetic algorithms in the C# programming language (paper)
• AeroVision: aircraft trajectories optimization and visualization (paper)
• Analysis and comparison between Black-Scholes and Merton and Corrado-Su for options pricing (paper)
• An Application-Oriented Cyber-Physical Production Optimisation System Architecture for the Steel Industry (paper)
• An approach for the global search for top-quality six-bar dwell linkages (paper)
• Application of genetic algorithms to optimize RFID antenna readings (paper)
• Approaches to Multi-Constraint Job Order Balancing (paper)
• Artificial Intelligence course in French engineering schools (course)
• Artificial Intelligence for the Unstable Unicorns Game (paper)
• A Software Development Framework for Complete Battery Characterization: Testing, Modelling & Parameterization (paper)
• Autoloader: Cargo Handling Software for Navy and Marine Aircraft (paper)
• Automated linear design integrated microwave amplifier with distributed gain (paper)
• Automated selection of structural parameters for insulated glass units (paper)
• Automatic refactoring for parallelization (paper)
• BlazorAI: Blazor Meets Artificial Intelligence (app) (Github)
• Context-Sensitive Code Completion: improving predictions with genetic algorithms (paper) (Github)
• Deriving Functions for Pareto Optimal Fronts Using Genetic Programming (paper/book)
• Designing and creating a self managing distributed file system (paper)
• Design and optimization of a GFRP and steel hybrid prestressed SFRC beam based on numerical and analytical approaches (paper)
• Design of a warehouse order picking policy using genetic algorithm (paper)
• Development of a Coupled Hydrological and Buildup/Washoff Watershed Model (paper)
• Developing trading strategies with genetic algorithms (forum) (paper)
• Discrete and mixed-variable experimental design with surrogate-based approach (paper)
• Efficient Drone Path Planning through Strategic Launch Pad Positioning (paper)
• Evolving Woodland Camouflage (paper)
• Fabrication of Adiabatic Quantum-Flux-Parametron Integrated Circuits Using an Automatic Placement Tool Based on Genetic Algorithms (paper)
• Framework for graphical user interface testing (paper)
• Frixel: 2D framing / pixel structural optimization (project)
• Function optimization with GeneticSharp (tutorial)
• General parametric design of a steel-glubam hybrid space truss (paper/book)
• GeneticDFA: reverse engineer blackbox systems modeled in DFA form (project)
• GeneticSharp Car2D (sample)
• GeneticSharp Unity3d Samples (Android app)
• Genetic Scheduler: a genetic algorithm for scheduling tasks with temporal restriction in distributed systems (paper)
• Genetic-WFC: Extending Wave Function Collapse With Genetic Search (paper)
• Human-Robot Collaborative Workflow for Remote Decommissioning and Demolition (paper)
• Hybrid Procedural Level Generation Using Wave Function Collapse and Genetic Algorithms (paper)
• Incremental Evolution of Stylized Images (paper)
• Keen: Kotlin Genetic Algorithms Framework (paper)
• Lean Optimization: genetic optimization using LEAN (GitHub)
• Mapping of White Dwarfs in AM Her Systems (paper)
• Mechanic Miner 2023: Reflection-Driven Game Mechanic Discovery Powered by Go-Explore (paper)
• Modelling and Simulation Analysis of Goal-Oriented Business Process (paper)
• Movement Simulation of a Handheld Device (paper)
• Multiple Autonomous Drone Mission Planning (paper)
• [New Hybrid Method for Buffer Positioning and Produc