To scale the fitness scores for minimization in MATLAB, you can use the following steps:
Calculate the range of fitness scores: Find the difference between the maximum and minimum fitness scores.
Subtract the minimum fitness score from all fitness scores: This ensures that the minimum fitness score becomes zero and shifts all other scores accordingly.
Divide each fitness score by the range: This will scale the fitness scores between 0 and 1.
Here is an example code snippet that demonstrates how to scale fitness scores in MATLAB:
main.m550 chars16 lines
In the above code, the variable fitness_scores
represents the original fitness scores. After scaling, the variable scaled_fitness_scores
will contain the scaled fitness scores.
Please note that scaling the fitness scores should be done carefully and depends on the specific problem and optimization algorithm being used.
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