baryon-asymm 

A .NET library for Differential Evolution optimization with multi-processing and SIMD acceleration.

A .NET library for Differential Evolution optimization with GPU acceleration using ILGPU.

ZeroResult provides allocation-free result monads for .NET 8+ with full async support and fluent APIs. Perfect for high-performance applications where traditional exception handling is too costly.

Shared contracts for the DotNetOptimization family (DotNetDifferentialEvolution, DotNetNelderMead): the objective-function evaluator, a random-source abstraction, and a read-only solution snapshot.

A .NET library for Nelder–Mead simplex optimization: standard and adaptive (Gao–Han 2012) coefficients, automatic restarts, bounded-domain handling, and parallel multi-start. Part of the DotNetOptimization... More information

Hybrid / memetic integration between DotNetNelderMead and DotNetDifferentialEvolution: a Nelder–Mead local-search refiner for the DE pipeline (run every N generations) and a sequential DE→Nelder–Mead handoff.