How can I find a good initial guess for Levenberg-Marquardt algorithm?
10 次查看(过去 30 天)
显示 更早的评论
Hello, I would like to know if there are any parameters to set a good initial guess for LMA. I want to apply trilateration with approximate distances and according to different documents LMA is a good approach. My problem is that sometimes I don't get good results and I need to apply the algorithm several times with different initial points. Is there an easy way to know which guess will produce good results?
Thanks in advance!
0 个评论
采纳的回答
Prashant Arora
2017-7-19
编辑:Prashant Arora
2017-7-19
Hi Ale,
I don't believe there is a "correct" answer for finding the initial guess for an optimization problem. It depends on how the objective function looks like. The simplest technique which you can use to come up with a better initial guess is doing a random search on the objective function and picking the one resulting in minimum value. You can also refer to MATLAB functions like "GlobalSearch" and "MultiStart" to implement such algorithms more efficiently.
0 个评论
更多回答(0 个)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Global or Multiple Starting Point Search 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!