Whoa HD that's my map
MIND BLOWN !!!!!!
It's like I'm tracking a dynamic fire front and predicting the next flare up.
You gotta read the post I just put up under my original post. I'm doing exactly what those 4 math boffins have described, but dang i feel like an amateur compared to their methods.
This rang a big bell for me:
"The Lyapunov time represents how long it takes for two almost-identical states of a chaotic system to exponentially diverge. As such, it typically sets the horizon of predictability."
"in many cases, the equations describing a chaotic system aren’t known, crippling dynamicists’ efforts to model and predict them."
EXACTLY !!!!!!! WOW!!!! What I have said all along, it's dynamic and I have been fortunate enough to hook into an element of it, and at the same time dumb enough to not fully comprehend the rest of it. Man alive I'm such a math retard (I know bad politically incorrect word used) .
"Pathak said. Locality means variables in one place are influenced by variables at nearby places but not by places far away. " BINGO!!! or in this case LOTTO!!
Again exactly what I do, the dynamic variable varies within the surrounding and most recent variables, I know sounds wacked hey, but WOW.
"Parallelization allows the reservoir computing approach to handle chaotic systems of almost any size, as long as proportionate computer resources are dedicated to the task."
Hence my poor little laptop dies everytime I run my calcs.
This article also confirms my past comments that NN or AI will be able to achieve nothing unless it is fed the right data in to analyse. The right data is not the raw numbers, it is a derivative of the raw data that represents something entirely different.
HD YOU ARE A LEGEND FOR FINDING AND POSTING THIS UP !!!!!
MY SINCEREST AND MOST HUMBLE THANKS FOR SHARING.