Machine Learning, Data Science, Optimization, Editors Pick, Thoughts And Theory.
Also we note that from minimum to maximum we almost have a difference of 4 points. This is because the selected region is wide. This is not always a good starting point if the system is strongly non linear. The arrows are showing the gradient: this is also calculated from the fitted model and it is