Local Minima

Local minima are local "valleys" or minor "dents" in a loss function that, in many practical applications, will produce extremely large or small parameter estimates with very large standard errors. The Simplex method is particularly effective in avoiding such minima; therefore, this method may be particularly well suited in order to find appropriate start values for complex functions. See also, Function Minimization Algorithms.