fmincon fails when I increase the lower and upper bounds
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I am running an optimisation routine with two variables. The solution converges to an optimal value when I use a very small range for my second variable but when I increase the bounds the solver fails saying, ''the size of the current step is less than the value of the step size tolerance but constraints are not satisfied to within the value of the constraint tolerance." However, it converged with the same options and step size tolerance when the bounds were small. Can someone explain the reason for this error and how to solve this?