docs update

src/config.py

@@ -42,18 +42,6 @@ def get_types(param_bounds):
 PARAM_BOUND_VALUES = get_bounds(PARAM_BOUNDS)
 PARAM_TYPES = get_types(PARAM_BOUNDS)
 
-# "OPTIMIZATION_CONFIG": Configuration parameters for optimization
-    # "USE_ADAPTIVE_INSTANCE_SELECTION": Flag to enable or disable adaptive instance selection
-    # "ADAPTIVE_INSTANCE_SELECTION_FREQUENCY": 
-        # Frequency (in generations) at which adaptive instance selection is applied
-        # For example, a value of 5 means adaptive instance selection will be applied every 5 generations
-    # "ALGORITHM_NAME": Optimization algorithm
-    # "POP_SIZE": Initial population size for the optimization algorithm
-    # "MIN_POP_SIZE": 
-        # Minimum population size to maintain diversity and prevent premature convergence
-        # The population size will not be reduced below this value
-    # "N_GEN": Total number of generations (iterations) for the optimization process
-
 # "N_JOBS": Parallel processing
     # Options: '-1', '1', 'n', 'None'
     # ====================================================================