GeneticSharp

Provides plug-and-play interfaces for chromosomes, fitness, and operators, allowing full customization of the GA pipeline, as demonstrated in the sample code for creating custom chromosomes and fitness functions.

Supports .NET 6, .NET Standard, .NET Framework, and integrates with ASP.NET, Blazor, Unity3D, Xamarin, and MAUI, enabling use in web, desktop, mobile, and game development environments.

Includes built-in multithreading with parallel task executors and TPL strategies, which can accelerate evolution processes on multi-core systems, as highlighted in the performance benchmarks.

Offers numerous selection, crossover, and mutation strategies like Tournament, Ordered Crossover, and Uniform Mutation, reducing the need to implement common GA operators from scratch.

Backed by extensive tutorials, sample applications, and academic citations, indicating a mature project with practical examples for learning and real-world use cases.