EvoX
Welcome to EvoX’s documentation!#
EvoX is a distributed GPU-accelerated framework for scalable evolutionary computation.
Key Features#
🚀 Fast Performance:
Experience GPU-Accelerated optimization, achieving speeds over 100x faster than traditional methods.
Leverage the power of Distributed Workflows for even more rapid optimization.
🌐 Versatile Optimization Suite:
Cater to all your needs with both Single-objective and Multi-objective optimization capabilities.
Dive into a comprehensive library of Benchmark Problems, ensuring robust testing and evaluation.
Explore the frontier of AI with extensive tools for Neuroevolution tasks.
Scale up with the broader EvoX ecosystem—EvoX plus 13 related GPU-accelerated EC libraries—providing 140+ algorithms and 240+ benchmark problems/environments.
🛠️ Designed for Simplicity:
Embrace the elegance of Functional Programming, simplifying complex algorithmic compositions.
Benefit from Hierarchical State Management, ensuring modular and clean programming.