I think in these conditions you should use other optimization methods. because, the Nedler-Mead method which is used is HEC-HMS model is not so good when the number of optimized parameters increase. Based on my experiences, I suggest you to use GLUE method. This model is based on several runs for different input combination...By searching on the internet you can find a lot of references for this method..