Natural evolution strategy

Natural Evolution Strategies (NES) are a family of optimization algorithms inspired by the principles of natural evolution, particularly focusing on the idea of optimizing a set of parameters using mechanisms analogous to natural selection, mutation, and reproduction. ### Key Concepts of NES: 1. **Population-based Optimization**: NES operates on a population of candidate solutions rather than a single solution. This allows for exploration of different parts of the solution space simultaneously.