Differential Evolution Global Optimization With Python
Differential Evolution is a global optimization algorithm.
It is a type of evolutionary algorithm and is related to other evolutionary algorithms such as the genetic algorithm.
Unlike the genetic algorithm, it was specifically designed to operate upon vectors of real-valued numbers instead of bitstrings. Also unlike the genetic algorithm it uses vector operations like vector subtraction and addition to navigate the search space instead of genetics-inspired transforms.
In this tutorial, you will discover the Differential Evolution global optimization algorithm.
After completing this tutorial, you will know:
- Differential Evolution optimization is a type of evolutionary algorithm that is designed to work with real-valued candidate solutions.
- How to use the Differential Evolution optimization algorithm API in python.
- Examples of using Differential