Fitness limit check in genetic algorithm
8 次查看(过去 30 天)
显示 更早的评论
Hello I would just like to make sure the Fitness Limit is actually the value of the fitness function(objective function handle) , so unless GA produced a value smaller than that, the program won't stop, is that correct? The function tolerance doesn't really work for me due to the nature of my problem. My objective function is evaluating the difference between two sets of data, and I'm setting it to be <0.2 for the fitness limit for the stopping criteria. If I use function tolerance it lands on local minima and stops before it actually finds global min (if it has any).any better suggestions? Thank you.
0 个评论
回答(1 个)
Nitin Khola
2015-7-23
I am assuming you are using the Optimization app. As per my understanding, you wish to confirm if Fitness Limit is a stopping criterion which is based on the value of fitness function.
Yes, the algorithm stops when the value of the fitness function ( synonymous with objective function ) for the best point in the current population is less than or equal to Fitness limit as mentioned in the following documentation:
Further, you can also refer to the following documentation for more information on "Global vs. Local Minima Using ga":
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Genetic Algorithm 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!