chore: prepare for update of genetic algorithm (#1190)

Andreas will update the genetic algorithm for 15-minutes optimization
intervals.

Copy the current GENETIC optimization algorithm to GENETIC0 to enable
to keep the algorithm with the current functionality. Also copy resources
like the load interpolator to the GENETIC0 algorithm to keep them despite
possible later changes to the interpolator.

Make the deprecated legacy /optimize endpoint use the GENETIC0 optimization
algorithm to in-fact behave the same way even if there will later be changes
to the GENETIC algorithm by Andreas. Add a new REST endpoint to provide
the unprocessed optimisation results of the GENETIC and GENETIC0 algorithm
in case one wants to use them as done with the deprecated /optimize endpoint.

Adapt the optimization configuration to have distinct configurations for the
GENETIC and the GENETIC0 algorithm.

Create a copy of the current tests for the GENETIC algorithm to be used
for the GENETIC0 algorithm. This avoids the tests for the GENETIC0
algorithm to be influenced by later changes by Andreas.

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

docs/_generated/openapi.md

@@ -1,6 +1,6 @@
 # Akkudoktor-EOS
 
-**Version**: `v0.3.0.dev2607241195820468`
+**Version**: `v0.3.0.dev2607290898922686`
 
 <!-- pyml disable line-length -->
 **Description**: This project provides a comprehensive solution for simulating and optimizing an energy system based on renewable energy sources. With a focus on photovoltaic (PV) systems, battery storage (batteries), load management (consumer requirements), heat pumps, electric vehicles, and consideration of electricity price data, this system enables forecasting and optimization of energy flow and costs over a specified period.
@@ -125,8 +125,11 @@ Deprecated: Optimize.
 
 Endpoint to handle optimization.
 
+Uses the `classic` GENETIC0 optimisation algorithm (__NO__ 15-minutes slots).
+
 Note:
     Use automatic optimization instead.
+    "v1/energy-management/optimization/solution/GENETIC0"
 """
 ```
 <!-- pyml enable line-length -->
@@ -140,7 +143,7 @@ Note:
 **Request Body**:
 
 - `application/json`: {
-  "$ref": "#/components/schemas/GeneticOptimizationParameters"
+  "$ref": "#/components/schemas/Genetic0OptimizationParameters"
 }
 
 **Responses**:
@@ -747,6 +750,37 @@ Get the latest solution of the optimization.
 
 ---
 
+## GET /v1/energy-management/optimization/solution/{algorithm}
+
+<!-- pyml disable line-length -->
+**Links**: [local](http://localhost:8503/docs#/default/fastapi_energy_management_optimization_solution_algorithm_get_v1_energy-management_optimization_solution__algorithm__get), [eos](https://petstore3.swagger.io/?url=https://raw.githubusercontent.com/Akkudoktor-EOS/EOS/refs/heads/main/openapi.json#/default/fastapi_energy_management_optimization_solution_algorithm_get_v1_energy-management_optimization_solution__algorithm__get)
+<!-- pyml enable line-length -->
+
+Fastapi Energy Management Optimization Solution Algorithm Get
+
+<!-- pyml disable line-length -->
+```python
+"""
+Get the latest algorithm specific solution of the optimization.
+
+Args:
+    algorithm: Optimization algorithm
+"""
+```
+<!-- pyml enable line-length -->
+
+**Parameters**:
+
+- `algorithm` (path, required): No description provided.
+
+**Responses**:
+
+- **200**: Successful Response
+
+- **422**: Validation Error
+
+---
+
 ## GET /v1/energy-management/plan
 
 <!-- pyml disable line-length -->