Tomato-in af8ba3f7b2 Adjust parameter order in Differential Evolution algorithm ...

Problem Description
The optimization module implements four algorithms: Differential
Evolution, Algorithm jSO, Random Search, and Evolution Strategy with
Covariance Matrix Adaptation. All these algorithms accept seven
parameters: `cost_function`, `params`, `gen`, `value_to_reach`,
`cancellation`, `current_minimum_cost`, and `queries`. Unfortunately,
the Differential Evolution algorithm doesn't maintain parameter
consistency with the other three algorithms: the last two parameters
(`current_minimum_cost` and `queries`) are in reverse order compared to
the other algorithms. This appears to be an unintentional oversight.

Solution
- Adjust the parameter order in the Differential Evolution algorithm to ensure consistency with other optimization algorithms
- Update the algorithm documentation accordingly
(No changes to example code were needed as the examples don't use these two parameters)

2025-05-15 07:19:58 -07:00

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