代码库
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Python
black-box-optimizationbraxderivative-free-optimizationevolutionary-algorithmsevolutionary-computationevolutionary-optimizationevolutionary-reinforcement-learinigevolutionary-strategiesgpu-accelerationgradient-free-optimizationgymjaxmetaheuristicsmulti-objective-optimizationneuroevolutionpopulation-based-optimizationpytorchray
iStratDE is a GPU-accelerated Differential Evolution framework that enhances performance through individual-level strategy diversity. By assigning unique, fixed strategies to each individual at initialization, it achieves robust, communication-free optimization without complex adaptation mechanisms. Supporting both JAX and PyTorch backends.
Python